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Giacobbe DR, Marelli C, Mora S, Cappello A, Signori A, Vena A, Guastavino S, Rosso N, Campi C, Giacomini M, Bassetti M. Prediction of candidemia with machine learning techniques: state of the art. Future Microbiol 2024; 19:931-940. [PMID: 39072500 PMCID: PMC11290752 DOI: 10.2217/fmb-2023-0269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 03/06/2024] [Indexed: 07/30/2024] Open
Abstract
In this narrative review, we discuss studies assessing the use of machine learning (ML) models for the early diagnosis of candidemia, focusing on employed models and the related implications. There are currently few studies evaluating ML techniques for the early diagnosis of candidemia as a prediction task based on clinical and laboratory features. The use of ML tools holds promise to provide highly accurate and real-time support to clinicians for relevant therapeutic decisions at the bedside of patients with suspected candidemia. However, further research is needed in terms of sample size, data quality, recognition of biases and interpretation of model outputs by clinicians to better understand if and how these techniques could be safely adopted in daily clinical practice.
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Affiliation(s)
- Daniele Roberto Giacobbe
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- UO Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Cristina Marelli
- UO Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Sara Mora
- UO Information & Communication Technologies (ICT), IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alice Cappello
- UO Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alessio Signori
- Section of Biostatistics, Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Antonio Vena
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- UO Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | | | - Nicola Rosso
- UO Information & Communication Technologies (ICT), IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Cristina Campi
- Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
- Life Science Computational Laboratory (LISCOMP), IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Mauro Giacomini
- Department of Informatics, Bioengineering, Robotics & System Engineering (DIBRIS), University of Genoa, Genoa, Italy
| | - Matteo Bassetti
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- UO Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
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2
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Garnacho-Montero J, Barrero-García I, León-Moya C. Fungal infections in immunocompromised critically ill patients. JOURNAL OF INTENSIVE MEDICINE 2024; 4:299-306. [PMID: 39035612 PMCID: PMC11258510 DOI: 10.1016/j.jointm.2024.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 01/01/2024] [Accepted: 01/02/2024] [Indexed: 07/23/2024]
Abstract
Diverse pathogenic fungi can produce severe infections in immunocompromised patients, thereby justifying intensive care unit (ICU) admissions. In some cases, the infections can develop in immunocompromised patients who were previously admitted to the ICU. Aspergillus spp., Pneumocystis jirovecii, Candida spp., and Mucorales are the fungi that are most frequently involved in these infections. Diagnosis continues to be challenging because symptoms and signs are unspecific. Herein, we provide an in-depth review about the diagnosis, with emphasis on recent advances, and treatment of these invasive fungal infections in the ICU setting.
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Affiliation(s)
- José Garnacho-Montero
- Unidad Clínica de Cuidados Intensivos, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Irene Barrero-García
- Unidad Clínica de Cuidados Intensivos, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Cristina León-Moya
- Unidad Clínica de Cuidados Intensivos, Hospital Universitario Virgen Macarena, Sevilla, Spain
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3
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Colson JD, Kendall JA, Yamamoto T, Mizusawa M. A Diagnostic Stewardship Intervention to Improve Utilization of 1,3 β-D-Glucan Testing at a Single Academic Center: Five-Year Experience. Open Forum Infect Dis 2024; 11:ofae358. [PMID: 39035574 PMCID: PMC11259134 DOI: 10.1093/ofid/ofae358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 06/27/2024] [Indexed: 07/23/2024] Open
Abstract
Background (1,3)- β-D-glucan (BDG) testing is one of the noninvasive tests to aid diagnosis of invasive fungal infections (IFIs). The study results have been heterogenous, and diagnostic performance varies depending on the risks for IFI. Thus, it is important to select appropriate patients for BDG testing to prevent false-positive results. An algorithmic diagnostic stewardship intervention was instituted at a single academic medical center to improve BDG test utilization. Methods The BDG test order in the electronic health record was replaced with the BDG test request order, which required approval to process the actual test order. The approval criteria were (1) immunocompromised or intensive care unit patient and (2) on empiric antifungal therapy, or inability to undergo invasive diagnostic procedures. A retrospective observational study was conducted to evaluate the efficacy of the intervention by comparing the number of BDG tests performed between 1 year pre- and post-intervention. Safety was assessed by chart review of the patients for whom BDG test requests were deemed inappropriate and rejected. Results The number of BDG tests performed per year decreased by 85% from 156 in the pre-intervention period to 24 in the post-intervention period. The average monthly number of BDG tests performed was significantly lower between those periods (P = .002). There was no delay in IFI diagnosis or IFI-related deaths in the patients whose BDG test requests were rejected. The sustained effectiveness of the intervention was observed for 5 years. Conclusions Institution of the diagnostic stewardship intervention successfully and safely improved BDG test utilization.
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Affiliation(s)
- Jordan D Colson
- Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Jonathan A Kendall
- Department of Internal Medicine, University of Missouri Kansas City, Kansas City, Missouri, USA
| | - Takeru Yamamoto
- Department of Infectious Diseases, Kameda Medical Center, Kamogawa, Chiba, Japan
| | - Masako Mizusawa
- Section of Infectious Diseases, Department of Internal Medicine, University of Missouri Kansas City, Kansas City, Missouri, USA
- Department of Pathology and Laboratory Medicine, Rutgers University Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
- Department of Pathology and Laboratory Medicine, Monmouth Medical Center, Long Branch, New Jersey, USA
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Wehbe E, Patanwala AE, Lu CY, Kim HY, Stocker SL, Alffenaar JWC. Therapeutic Drug Monitoring and Biomarkers; towards Better Dosing of Antimicrobial Therapy. Pharmaceutics 2024; 16:677. [PMID: 38794338 PMCID: PMC11125587 DOI: 10.3390/pharmaceutics16050677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 05/08/2024] [Accepted: 05/13/2024] [Indexed: 05/26/2024] Open
Abstract
Due to variability in pharmacokinetics and pharmacodynamics, clinical outcomes of antimicrobial drug therapy vary between patients. As such, personalised medication management, considering both pharmacokinetics and pharmacodynamics, is a growing concept of interest in the field of infectious diseases. Therapeutic drug monitoring is used to adjust and individualise drug regimens until predefined pharmacokinetic exposure targets are achieved. Minimum inhibitory concentration (drug susceptibility) is the best available pharmacodynamic parameter but is associated with many limitations. Identification of other pharmacodynamic parameters is necessary. Repurposing diagnostic biomarkers as pharmacodynamic parameters to evaluate treatment response is attractive. When combined with therapeutic drug monitoring, it could facilitate making more informed dosing decisions. We believe the approach has potential and justifies further research.
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Affiliation(s)
- Eman Wehbe
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Sydney, NSW 2006, Australia; (E.W.); (A.E.P.); (C.Y.L.); (H.Y.K.); (S.L.S.)
- Department of Pharmacy, Westmead Hospital, Sydney, NSW 2145, Australia
| | - Asad E. Patanwala
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Sydney, NSW 2006, Australia; (E.W.); (A.E.P.); (C.Y.L.); (H.Y.K.); (S.L.S.)
- Department of Pharmacy, Royal Prince Alfred Hospital, Sydney, NSW 2050, Australia
| | - Christine Y. Lu
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Sydney, NSW 2006, Australia; (E.W.); (A.E.P.); (C.Y.L.); (H.Y.K.); (S.L.S.)
- Department of Pharmacy, Royal North Shore Hospital, Sydney, NSW 2065, Australia
- Kolling Institute, Faculty of Medicine and Health, The University of Sydney, The Northern Sydney Local Health District, Sydney, NSW 2065, Australia
| | - Hannah Yejin Kim
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Sydney, NSW 2006, Australia; (E.W.); (A.E.P.); (C.Y.L.); (H.Y.K.); (S.L.S.)
- Department of Pharmacy, Westmead Hospital, Sydney, NSW 2145, Australia
- Sydney Institute for Infectious Diseases, The University of Sydney, Sydney, NSW 2145, Australia
| | - Sophie L. Stocker
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Sydney, NSW 2006, Australia; (E.W.); (A.E.P.); (C.Y.L.); (H.Y.K.); (S.L.S.)
- Department of Pharmacy, Westmead Hospital, Sydney, NSW 2145, Australia
- Sydney Institute for Infectious Diseases, The University of Sydney, Sydney, NSW 2145, Australia
- Department of Clinical Pharmacology and Toxicology, St. Vincent’s Hospital, Sydney, NSW 2010, Australia
| | - Jan-Willem C. Alffenaar
- Faculty of Medicine and Health, School of Pharmacy, The University of Sydney, Sydney, NSW 2006, Australia; (E.W.); (A.E.P.); (C.Y.L.); (H.Y.K.); (S.L.S.)
- Department of Pharmacy, Westmead Hospital, Sydney, NSW 2145, Australia
- Sydney Institute for Infectious Diseases, The University of Sydney, Sydney, NSW 2145, Australia
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5
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Giacobbe DR, Marelli C, Mora S, Guastavino S, Russo C, Brucci G, Limongelli A, Vena A, Mikulska M, Tayefi M, Peluso S, Signori A, Di Biagio A, Marchese A, Campi C, Giacomini M, Bassetti M. Early diagnosis of candidemia with explainable machine learning on automatically extracted laboratory and microbiological data: results of the AUTO-CAND project. Ann Med 2023; 55:2285454. [PMID: 38010342 PMCID: PMC10836245 DOI: 10.1080/07853890.2023.2285454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 11/13/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND Candidemia is associated with a heavy burden of morbidity and mortality in hospitalized patients. The availability of blood culture results could require up to 48-72 h after blood draw; thus, early treatment decisions are made in the absence of a definite diagnosis. METHODS In this retrospective study, we assessed the performance of different supervised machine learning algorithms for the early differential diagnosis of candidemia and bacteremia in adult patients on a large dataset automatically extracted within the AUTO-CAND project. RESULTS Overall, 12,483 episodes of candidemia (1275; 10%) or bacteremia (11,208; 90%) were included in the analysis. A random forest classifier achieved the best diagnostic performance for candidemia, with sensitivity 0.98 and specificity 0.65 on the training set (true skill statistic [TSS] = 0.63) and sensitivity 0.74 and specificity 0.57 on the test set (TSS = 0.31). Then, the random classifier was trained in the subgroup of patients with available serum β-D-glucan (BDG) and procalcitonin (PCT) values by exploiting the feature ranking learned in the entire dataset. Although no statistically significant differences were observed from the performance measures obtained by employing BDG and PCT alone, the performance measures of the classifier that included the features selected in the entire dataset, plus BDG and PCT, were the highest in most cases. CONCLUSIONS Random forest classifiers trained on large datasets of automatically extracted data have the potential to improve current diagnostic algorithms for candidemia. However, further development through implementation of automatically extracted clinical features may be necessary to achieve crucial improvements.
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Affiliation(s)
- Daniele Roberto Giacobbe
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Cristina Marelli
- Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Sara Mora
- Department of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), University of Genoa, Genoa, Italy
| | | | - Chiara Russo
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Giorgia Brucci
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alessandro Limongelli
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Antonio Vena
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Malgorzata Mikulska
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Maryam Tayefi
- Norwegian Centre for E-Health Research, Tromsø, Norway
| | - Stefano Peluso
- Department of Statistics and Quantitative Methods, University of Milan - Bicocca, Milan, Italy
| | - Alessio Signori
- Section of Biostatistics, Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Antonio Di Biagio
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Anna Marchese
- Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genoa, Genoa, Italy
- Microbiology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Cristina Campi
- Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
- Life Science Computational Laboratory (LISCOMP), IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Mauro Giacomini
- Department of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), University of Genoa, Genoa, Italy
| | - Matteo Bassetti
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
- Clinica Malattie Infettive, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
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6
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Erb T, Mihai S, Strauß R, Herbst L, Castellanos I, Diesch K, Cipa F, Bihlmaier K, Lang AK, Ganslmayer M, Willam C, Bremer F, Fürst J, Beyer C, Bogdan C, Rath A, Held J. β-(1→3)-D-glucan- and mannan-guided early termination of antifungal therapy in ICU patients: a randomized controlled study. Antimicrob Agents Chemother 2023; 67:e0072523. [PMID: 37823695 PMCID: PMC10648872 DOI: 10.1128/aac.00725-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 08/20/2023] [Indexed: 10/13/2023] Open
Abstract
Candida spp. are frequently encountered in specimens from ICUs. However, most of these detections represent colonization. Nevertheless, clinical practice shows that a considerable proportion of these patients will receive antifungal therapy (AT). β-(1→3)-D-glucan (BDG) and mannan are fungal biomarkers with high negative predictive values. We aimed to examine whether biomarker-guided discontinuation of AT can reduce the antifungal consumption. Therefore, we conducted a prospective, randomized intervention study between 1 April 2019 and 31 March 2020. All adult ICU patients with a newly started systemic AT but without fungal infection were eligible for inclusion. Enrolled patients were randomized into an intervention and a control group. In both groups, serum BDG and mannan were determined on days 1 and 2 of AT. If all measurements were negative, AT was discontinued in the intervention group. The primary endpoint was antifungal use. The study was terminated after 12 months. Until this time-point, 41 patients had been included. In the intervention group (n = 19), AT was stopped in only two patients because all others showed either positive BDG and/or mannan levels. One of these two patients developed candidemia and AT had to be restarted. There was no significant difference in the primary and secondary endpoints. In summary, the strategy of using two negative BDG and mannan levels to stop AT failed to reduce antifungal consumption in our cohort. Indeed, there will inevitably be patients with invasive candidiasis in whom necessary AT is discontinued. The optimal patient population, biomarker set, and termination criteria are critical to the success of biomarker-based termination strategies.
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Affiliation(s)
- Timothy Erb
- Mikrobiologisches Institut - Klinische Mikrobiologie, Immunologie und Hygiene; Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Sidonia Mihai
- Zentrallabor, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Richard Strauß
- Medizinische Klinik 1, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Larissa Herbst
- Medizinische Klinik 4, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Ixchel Castellanos
- Anästhesiologische Klinik, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Katharina Diesch
- Medizinisches Zentrum für Informations- und Kommunikationstechnik, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Franziska Cipa
- Zentrallabor, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Karl Bihlmaier
- Medizinische Klinik 4, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Anne-Katharina Lang
- Anästhesiologische Klinik, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Marion Ganslmayer
- Medizinische Klinik 1, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Carsten Willam
- Medizinische Klinik 4, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Frank Bremer
- Anästhesiologische Klinik, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Julia Fürst
- Medizinische Klinik 1, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Christian Beyer
- Medizinische Klinik 1, Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Christian Bogdan
- Mikrobiologisches Institut - Klinische Mikrobiologie, Immunologie und Hygiene; Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Anca Rath
- Mikrobiologisches Institut - Klinische Mikrobiologie, Immunologie und Hygiene; Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Jürgen Held
- Mikrobiologisches Institut - Klinische Mikrobiologie, Immunologie und Hygiene; Universitätsklinikum Erlangen und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
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7
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Cabanilla MG, Briski MJ, Bruss Z, Saa L, Vasquez PC, Rodriguez CN, Mitchell JA, Bernauer ML, Argyropoulos CP, Crandall CS, Teixeira JP. The influence of continuous renal replacement therapy on 1,3-β-d-glucan levels in critically ill patients: a single-center retrospective propensity score study. Ren Fail 2023; 45:2255680. [PMID: 37781748 PMCID: PMC10547441 DOI: 10.1080/0886022x.2023.2255680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 08/31/2023] [Indexed: 10/03/2023] Open
Abstract
1,3-β-d-Glucan (BDG) is commonly used for diagnosing invasive fungal infections (IFIs). While exposure to cellulose-based hemodialyzers is known to cause false-positive BDG results, the impact of modern hemofilters used in continuous renal replacement therapy (CRRT) remains unclear. This retrospective, single-center cohort study aimed to evaluate the effect of CRRT on BDG levels in critically ill patients. We included adult intensive care unit (ICU) patients with ≥1 BDG measurement between December 2019 and December 2020. The primary outcome was the rate of false-positive BDG results in patients exposed to CRRT compared to unexposed patients. Propensity score analysis was performed to control for confounding factors. A total of 103 ICU patients with ≥1 BDG level were identified. Most (72.8%) were medical ICU patients. Forty patients underwent CRRT using hemofilter membranes composed of sodium methallyl sulfonate copolymer (AN 69 HF) (82.5%) and of polyarylethersulfone (PAES) (17.5%). Among the 91 patients without proven IFI, 31 (34.1%) had false-positive BDG results. Univariable analysis showed an association between CRRT exposure and false-positive BDG results. However, the association between CRRT exposure and false-positive BDG results was no longer significant across three propensity score models employed: 1:1 match (n = 32) (odds ratio (OR) 1.65, p = .48), model-adjusted (n = 91) (OR 1.75, p = .38), quintile-adjusted (n = 91) (OR 1.78, p = .36). In this single-center retrospective analysis, exposure to synthetic CRRT membranes did not independently increase the risk of false-positive BDG results. Larger prospective studies are needed to further evaluate the association between CRRT exposure and false-positive BDG results in critically ill patients with suspected IFI.
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Affiliation(s)
- M. Gabriela Cabanilla
- Department of Internal Medicine and Department of Pharmacy, Division of Infectious Diseases, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Matthew J. Briski
- Department of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Zachary Bruss
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Lisa Saa
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Pamela C. Vasquez
- Department of Internal Medicine, Division of Nephrology, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Chelsea N. Rodriguez
- Department of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Jessica A. Mitchell
- Department of Emergency Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | | | - Christos P. Argyropoulos
- Department of Internal Medicine, Division of Nephrology, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Cameron S. Crandall
- Department of Emergency Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - J. Pedro Teixeira
- Department of Internal Medicine, Division of Nephrology, Division of Pulmonary, Critical Care and Sleep Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
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8
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De Pascale G, Martin-Loeches I, Nseir S. Antifungal stewardship in critically ill patients. Intensive Care Med 2023; 49:681-684. [PMID: 36961529 PMCID: PMC10037399 DOI: 10.1007/s00134-023-07034-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 03/09/2023] [Indexed: 03/25/2023]
Affiliation(s)
- Gennaro De Pascale
- Dipartimento di Scienze Biotecnologiche di Base, Cliniche Intensivologiche e Perioperatorie, Università Cattolica del Sacro Cuore, Rome, Italy
- Dipartimento di Scienze dell'Emergenza, Anestesiologiche e della Rianimazione, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Ignacio Martin-Loeches
- Department of Intensive Care Medicine, Multidisciplinary Intensive Care Research Organization (MICRO), Leinster, Dublin, Ireland
- Pulmonary Intensive Care Unit, Respiratory Institute,, Hospital Clinic of Barcelona, IDIBAPS (Institut d'Investigacions Biomèdiques August Pi i Sunyer), University of Barcelona, CIBERes, Barcelona, Spain
| | - Saad Nseir
- Médecine Intensive Réanimation, Hôpital R. Salengro, CHU de Lille, Rue E. Laine, 59000, Lille, France.
- Inserm U1285, Université de Lille, CNRS, UMR 8576-UGSF, 59000, Lille, France.
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9
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Soriano A, Honore PM, Puerta-Alcalde P, Garcia-Vidal C, Pagotto A, Gonçalves-Bradley DC, Verweij PE. Invasive candidiasis: current clinical challenges and unmet needs in adult populations. J Antimicrob Chemother 2023:7176280. [PMID: 37220664 DOI: 10.1093/jac/dkad139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023] Open
Abstract
Invasive candidiasis (IC) is a serious infection caused by several Candida species, and the most common fungal disease in hospitals in high-income countries. Despite overall improvements in health systems and ICU care in the last few decades, as well as the development of different antifungals and microbiological techniques, mortality rates in IC have not substantially improved. The aim of this review is to summarize the main issues underlying the management of adults affected by IC, focusing on specific forms of the infection: IC developed by ICU patients, IC observed in haematological patients, breakthrough candidaemia, sanctuary site candidiasis, intra-abdominal infections and other challenging infections. Several key challenges need to be tackled to improve the clinical management and outcomes of IC patients. These include the lack of global epidemiological data for IC, the limitations of the diagnostic tests and risk scoring tools currently available, the absence of standardized effectiveness outcomes and long-term data for IC, the timing for the initiation of antifungal therapy and the limited recommendations on the optimal step-down therapy from echinocandins to azoles or the total duration of therapy. The availability of new compounds may overcome some of the challenges identified and increase the existing options for management of chronic Candida infections and ambulant patient treatments. However, early identification of patients that require antifungal therapy and treatment of sanctuary site infections remain a challenge and will require further innovations.
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Affiliation(s)
- Alex Soriano
- Department of Infectious Diseases, Hospital Clinic of Barcelona, IDIBAPS, CIBERINF, University of Barcelona, Barcelona, Spain
| | - Patrick M Honore
- CHU UCL Godinne Namur, UCL Louvain Medical School, Namur, Belgium
| | - Pedro Puerta-Alcalde
- Department of Infectious Diseases, Hospital Clinic of Barcelona, IDIBAPS, CIBERINF, University of Barcelona, Barcelona, Spain
| | - Carolina Garcia-Vidal
- Department of Infectious Diseases, Hospital Clinic of Barcelona, IDIBAPS, CIBERINF, University of Barcelona, Barcelona, Spain
| | | | | | - Paul E Verweij
- Radboudumc-CWZ Center of Expertise for Mycology, Nijmegen, the Netherlands
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10
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Validation of an Automated System for the Extraction of a Wide Dataset for Clinical Studies Aimed at Improving the Early Diagnosis of Candidemia. Diagnostics (Basel) 2023; 13:diagnostics13050961. [PMID: 36900105 PMCID: PMC10001256 DOI: 10.3390/diagnostics13050961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 02/26/2023] [Accepted: 02/27/2023] [Indexed: 03/06/2023] Open
Abstract
There is increasing interest in assessing whether machine learning (ML) techniques could further improve the early diagnosis of candidemia among patients with a consistent clinical picture. The objective of the present study is to validate the accuracy of a system for the automated extraction from a hospital laboratory software of a large number of features from candidemia and/or bacteremia episodes as the first phase of the AUTO-CAND project. The manual validation was performed on a representative and randomly extracted subset of episodes of candidemia and/or bacteremia. The manual validation of the random extraction of 381 episodes of candidemia and/or bacteremia, with automated organization in structured features of laboratory and microbiological data resulted in ≥99% correct extractions (with confidence interval < ±1%) for all variables. The final automatically extracted dataset consisted of 1338 episodes of candidemia (8%), 14,112 episodes of bacteremia (90%), and 302 episodes of mixed candidemia/bacteremia (2%). The final dataset will serve to assess the performance of different ML models for the early diagnosis of candidemia in the second phase of the AUTO-CAND project.
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11
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Póvoa P, Coelho L, Dal-Pizzol F, Ferrer R, Huttner A, Conway Morris A, Nobre V, Ramirez P, Rouze A, Salluh J, Singer M, Sweeney DA, Torres A, Waterer G, Kalil AC. How to use biomarkers of infection or sepsis at the bedside: guide to clinicians. Intensive Care Med 2023; 49:142-153. [PMID: 36592205 PMCID: PMC9807102 DOI: 10.1007/s00134-022-06956-y] [Citation(s) in RCA: 60] [Impact Index Per Article: 60.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 12/08/2022] [Indexed: 01/03/2023]
Abstract
Sepsis is defined as a life-threatening organ dysfunction caused by a dysregulated host response to infection. In this context, biomarkers could be considered as indicators of either infection or dysregulated host response or response to treatment and/or aid clinicians to prognosticate patient risk. More than 250 biomarkers have been identified and evaluated over the last few decades, but no biomarker accurately differentiates between sepsis and sepsis-like syndrome. Published data support the use of biomarkers for pathogen identification, clinical diagnosis, and optimization of antibiotic treatment. In this narrative review, we highlight how clinicians could improve the use of pathogen-specific and of the most used host-response biomarkers, procalcitonin and C-reactive protein, to improve the clinical care of patients with sepsis. Biomarker kinetics are more useful than single values in predicting sepsis, when making the diagnosis and assessing the response to antibiotic therapy. Finally, integrated biomarker-guided algorithms may hold promise to improve both the diagnosis and prognosis of sepsis. Herein, we provide current data on the clinical utility of pathogen-specific and host-response biomarkers, offer guidance on how to optimize their use, and propose the needs for future research.
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Affiliation(s)
- Pedro Póvoa
- NOVA Medical School, New University of Lisbon, Lisbon, Portugal
- Center for Clinical Epidemiology and Research Unit of Clinical Epidemiology, OUH Odense University Hospital, Odense, Denmark
- Department of Critical Care Medicine, Hospital de São Francisco Xavier, CHLO, Estrada do Forte do Alto do Duque, 1449-005 Lisbon, Portugal
| | - Luís Coelho
- NOVA Medical School, New University of Lisbon, Lisbon, Portugal
- Department of Critical Care Medicine, Hospital de São Francisco Xavier, CHLO, Estrada do Forte do Alto do Duque, 1449-005 Lisbon, Portugal
| | - Felipe Dal-Pizzol
- Laboratory of Experimental Pathophysiology, Graduate Program in Health Sciences, University of Southern Santa Catarina (UNESC), Criciúma, Brazil
- Clinical Research Center, São José Hospital, Criciúma, Brazil
| | - Ricard Ferrer
- Servei de Medicina Intensiva, Hospital Universitari Vall d’Hebron, Institut de Recerca Vall d’Hebron, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBER), Madrid, Spain
| | - Angela Huttner
- Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland
- Center for Clinical Research, Geneva University Hospitals, Geneva, Switzerland
| | - Andrew Conway Morris
- Division of Anaesthesia, Department of Medicine, University of Cambridge, Cambridge, UK
- Division of Immunology, Department of Pathology, University of Cambridge, Cambridge, UK
- JVF Intensive Care Unit, Addenbrooke’s Hospital, Cambridge, UK
| | - Vandack Nobre
- School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Paula Ramirez
- Department of Critical Care Medicine, Hospital Universitario Y Politécnico La Fe, Valencia, Spain
- Centro de Investigación Biomédica en Red‑Enfermedades Respiratorias (CibeRes), Madrid, Spain
| | - Anahita Rouze
- CNRS, Inserm, CHU Lille, UMR 8576 - U1285 - UGSF - Unité de Glycobiologie Structurale et Fonctionnelle, Service de Médecine Intensive - Réanimation, Université de Lille, 59000 Lille, France
| | - Jorge Salluh
- Postgraduate Program, D’Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil
- Postgraduate Program of Internal Medicine, Federal University of Rio de Janeiro, (UFRJ), Rio de Janeiro, Brazil
| | | | - Daniel A. Sweeney
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California, La Jolla, San Diego, CA USA
| | - Antoni Torres
- Servei de Pneumologia, Hospital Clinic, Universitat de Barcelona, Barcelona, Spain
- Institut d’Investigacions August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomedica En Red–Enfermedades Respiratorias (CIBERES), Madrid, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Grant Waterer
- University of Western Australia, Royal Perth Hospital, Perth, Australia
| | - Andre C. Kalil
- Department of Internal Medicine, Division of Infectious Diseases, College of Public Health, University of Nebraska Medical Center, Omaha, NE USA
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12
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Alves J, Alonso-Tarrés C, Rello J. How to Identify Invasive Candidemia in ICU-A Narrative Review. Antibiotics (Basel) 2022; 11:antibiotics11121804. [PMID: 36551461 PMCID: PMC9774599 DOI: 10.3390/antibiotics11121804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 12/05/2022] [Accepted: 12/09/2022] [Indexed: 12/14/2022] Open
Abstract
The incidence of invasive fungal infection in ICUs has increased over time, and Candida spp. is the most common cause. Critical care patients are a particular set of patients with a higher risk of invasive fungal infections; this population is characterized by extensive use of medical devices such as central venous lines, arterial lines, bladder catheters, hemodialysis and mechanical intubation. Blood cultures are the gold standard diagnosis; still, they are not an early diagnostic technique. Mannan, anti-mannan antibody, 1,3-β-D-glucan, Candida albicans germ tube antibody, Vitek 2, PNA-FISH, MALDI-TOF, PCR and T2Candida panel are diagnostic promising microbiological assays. Scoring systems are tools to distinguish patients with low and high risk of infection. They can be combined with diagnostic tests to select patients for pre-emptive treatment or antifungal discontinuation. Candidemia is the focus of this narrative review, an approach to contributing factors and diagnosis, with an emphasis on critical care patients.
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Affiliation(s)
- Joana Alves
- Infectious Diseases Department, Hospital de Braga, R. Comunidades Lusíadas 133, 4710-357 Braga, Portugal
- Correspondence:
| | - Carles Alonso-Tarrés
- Microbiology Department Laboratory, Fundació Puigvert, C. de Cartagena, 340, 350, 08025 Barcelona, Spain
- Departament de Genètica i Microbiologia, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Jordi Rello
- Clinical Research in Pneumonia & Sepsis (CRIPS), Vall d’Hebron Institute of Research (VHIR), Pg. de la Vall d’Hebron, 129, 08035 Barcelona, Spain
- Clinical Research, CHU Nîmes, Rue du Professeur Robert Debré 4, 30900 Nîmes, France
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13
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Serum Beta-D-Glucan in the Diagnosis of Invasive Fungal Disease in Neonates, Children and Adolescents: A Critical Analysis of Current Data. J Fungi (Basel) 2022; 8:jof8121262. [PMID: 36547595 PMCID: PMC9783846 DOI: 10.3390/jof8121262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 11/27/2022] [Accepted: 11/29/2022] [Indexed: 12/02/2022] Open
Abstract
β-D-glucan (BDG) is a cell wall component of many pathogenic fungi. The detection of BDG as an assay is clinically broadly used as a diagnostic tool. However, the current data on BDG in paediatrics are limited, prompting specific considerations about when BDG can be used in neonates and children. We aimed to analyse the available data for the use of serum BDG in neonates and immunocompromised children and adolescents; as well as to understand the extent and characteristics of the use of BDG in children in Europe.
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14
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The Changing Landscape of Invasive Fungal Infections in ICUs: A Need for Risk Stratification to Better Target Antifungal Drugs and the Threat of Resistance. J Fungi (Basel) 2022; 8:jof8090946. [PMID: 36135671 PMCID: PMC9500670 DOI: 10.3390/jof8090946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 09/02/2022] [Accepted: 09/03/2022] [Indexed: 12/02/2022] Open
Abstract
The landscape of invasive candidiasis and invasive aspergillosis has changed dramatically in intensive care units over the past two decades. Today, we are faced with new risk factors such as the emergence of resistance, but are also equipped with new therapeutic strategies and diagnostic tools which are changing epidemiological data and diagnostic algorithms. Some common points need to be addressed: (i) the best way to use microbiological tools and to integrate their results in decisional algorithms; (ii) the need to find the optimum balance between under-diagnosis and overtreatment; (iii) and the need to decipher pathophysiology. In this short review, we will try to illustrate these points.
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15
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Rouzé A, Estella Á, Timsit JF. Is (1,3)-β-D-glucan useless to guide antifungal therapy in ICU? Intensive Care Med 2022; 48:930-932. [PMID: 35771251 DOI: 10.1007/s00134-022-06766-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 05/26/2022] [Indexed: 12/23/2022]
Affiliation(s)
- Anahita Rouzé
- Univ. Lille, CNRS, Inserm, CHU Lille, UMR 8576-U1285-UGSF-Unité de Glycobiologie Structurale et Fonctionnelle, Service de Médecine Intensive-Réanimation, 59000, Lille, France
| | - Ángel Estella
- Intensive Care Unit, University Hospital of Jerez, Medicine Department of University of Cadiz, Cádiz, Spain
| | - Jean-François Timsit
- Medical and Infectious Diseases Intensive Care Unit, AP-HP, Bichat Hospital, Paris Cité University, Paris, France. .,UMR 1137, IAME, Université Paris Cité, Paris, France.
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16
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Logan C, Hemsley C, Fife A, Edgeworth J, Mazzella A, Wade P, Goodman A, Hopkins P, Wyncoll D, Ball J, Planche T, Schelenz S, Bicanic T. A multisite evaluation of antifungal use in critical care: implications for antifungal stewardship. JAC Antimicrob Resist 2022; 4:dlac055. [PMID: 35756574 PMCID: PMC9217759 DOI: 10.1093/jacamr/dlac055] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 04/28/2022] [Indexed: 12/02/2022] Open
Abstract
Background ICUs are settings of high antifungal consumption. There are few data on prescribing practices in ICUs to guide antifungal stewardship implementation in this setting. Methods An antifungal therapy (AFT) service evaluation (15 May-19 November 2019) across ICUs at three London hospitals, evaluating consumption, prescribing rationale, post-prescription review, de-escalation and final invasive fungal infection (IFI) diagnostic classification. Results Overall, 6.4% of ICU admissions (305/4781) received AFT, accounting for 11.41 days of therapy/100 occupied bed days (DOT/100 OBD). The dominant prescribing mode was empirical (41% of consumption), followed by targeted (22%), prophylaxis (18%), pre-emptive (12%) and non-invasive (7%). Echinocandins were the most commonly prescribed drug class (4.59 DOT/100 OBD). In total, 217 patients received AFT for suspected or confirmed IFI; 12%, 10% and 23% were classified as possible, probable or proven IFI, respectively. Hence, in 55%, IFI was unlikely. Proven IFI (n = 50) was mostly invasive candidiasis (92%), of which 48% had been initiated on AFT empirically before yeast identification. Where on-site (1 → 3)-β-d-glucan (BDG) testing was available (1 day turnaround), in those with suspected but unproven invasive candidiasis, median (IQR) AFT duration was 10 (7-15) days with a positive BDG (≥80 pg/mL) versus 8 (5-9) days with a negative BDG (<80 pg/mL). Post-prescription review occurred in 79% of prescribing episodes (median time to review 1 [0-3] day). Where suspected IFI was not confirmed, 38% episodes were stopped and 4% de-escalated within 5 days. Conclusions Achieving a better balance between promptly treating IFI patients and avoiding inappropriate antifungal prescribing in the ICU requires timely post-prescription review by specialist multidisciplinary teams and improved, evidence-based-risk prescribing strategies incorporating rapid diagnostics to guide AFT start and stop decisions.
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Affiliation(s)
- C Logan
- Corresponding author. E-mail:
| | - C Hemsley
- Department of Infectious Diseases, Guy’s & St Thomas’ NHS Foundation Trust, London, UK
| | - A Fife
- Infection Sciences, King’s College Hospital NHS Foundation Trust, London, UK
| | - J Edgeworth
- Department of Infectious Diseases, Guy’s & St Thomas’ NHS Foundation Trust, London, UK,Centre for Clinical Infection and Diagnostics Research, Department of Infectious Diseases, King’s College London Guy’s & St Thomas’ NHS Foundation Trust, London, UK
| | - A Mazzella
- Clinical Infection Group, St George’s University Hospitals NHS Foundation Trust, London, UK,Institute of Infection & Immunity, St George’s University of London, London, UK
| | - P Wade
- Department of Infectious Diseases, Guy’s & St Thomas’ NHS Foundation Trust, London, UK,Directorate of Pharmacy & Medicines Optimisation, Guy’s & St Thomas’s NHS Foundation Trust, London, UK
| | - A Goodman
- Department of Infectious Diseases, Guy’s & St Thomas’ NHS Foundation Trust, London, UK,Centre for Clinical Infection and Diagnostics Research, Department of Infectious Diseases, King’s College London Guy’s & St Thomas’ NHS Foundation Trust, London, UK,MRC Clinical Trials Unit at University College London, London, UK
| | - P Hopkins
- Department of Critical Care, King’s College Hospital NHS Foundation Trust, London, UK
| | - D Wyncoll
- Department of Critical Care, Guy’s & St Thomas’ NHS Foundation Trust, London, UK
| | - J Ball
- Department of Critical Care, St George’s University Hospitals NHS Foundation Trust, London, UK
| | - T Planche
- Clinical Infection Group, St George’s University Hospitals NHS Foundation Trust, London, UK,Institute of Infection & Immunity, St George’s University of London, London, UK
| | - S Schelenz
- Infection Sciences, King’s College Hospital NHS Foundation Trust, London, UK
| | - T Bicanic
- Clinical Infection Group, St George’s University Hospitals NHS Foundation Trust, London, UK,Institute of Infection & Immunity, St George’s University of London, London, UK
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17
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Bloos F, Held J, Kluge S, Simon P, Kogelmann K, de Heer G, Kuhn SO, Jarczak D, Motsch J, Hempel G, Weiler N, Weyland A, Drüner M, Gründling M, Meybohm P, Richter D, Jaschinski U, Moerer O, Günther U, Schädler D, Weiss R, Putensen C, Castellanos I, Kurzai O, Schlattmann P, Cornely OA, Bauer M, Thomas-Rüddel D. (1 → 3)-β-D-Glucan-guided antifungal therapy in adults with sepsis: the CandiSep randomized clinical trial. Intensive Care Med 2022; 48:865-875. [PMID: 35708758 PMCID: PMC9273538 DOI: 10.1007/s00134-022-06733-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 05/07/2022] [Indexed: 12/15/2022]
Abstract
Purpose To investigate whether (1 → 3)-β-d-Glucan (BDG)-guidance shortens time to antifungal therapy and thereby reduces mortality of sepsis patients with high risk of invasive Candida infection (ICI). Methods Multicenter, randomized, controlled trial carried out between September 2016 and September 2019 in 18 intensive care units enrolling adult sepsis patients at high risk for ICI. Patients in the control group received targeted antifungal therapy driven by culture results. In addition to targeted therapy, patients in the BDG group received antifungals if at least one of two consecutive BDG samples taken during the first two study days was ≥ 80 pg/mL. Empirical antifungal therapy was discouraged in both groups. The primary endpoint was 28-day-mortality. Results 339 patients were enrolled. ICI was diagnosed in 48 patients (14.2%) within the first 96 h after enrollment. In the BDG-group, 48.8% (84/172) patients received antifungals during the first 96 h after enrollment and 6% (10/167) patients in the control group. Death until day 28 occurred in 58 of 172 patients (33.7%) in the BDG group and 51 of 167 patients (30.5%) in the control group (relative risk 1.10; 95% confidence interval, 0.80–1.51; p = 0.53). Median time to antifungal therapy was 1.1 [interquartile range (IQR) 1.0–2.2] days in the BDG group and 4.4 (IQR 2.0–9.1, p < 0.01) days in the control group. Conclusions Serum BDG guided antifungal treatment did not improve 28-day mortality among sepsis patients with risk factors for but unexpected low rate of IC. This study cannot comment on the potential benefit of BDG-guidance in a more selected at-risk population. Supplementary Information The online version contains supplementary material available at 10.1007/s00134-022-06733-x.
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Affiliation(s)
- Frank Bloos
- Center for Sepsis Control and Care, Jena University Hospital, Jena, Germany. .,Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany.
| | - Jürgen Held
- Mikrobiologisches Institut-Klinische Mikrobiologie Immunologie und Hygiene, Universitätsklinikum Erlangen Und Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Stefan Kluge
- Department of Intensive Care Medicine, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Philipp Simon
- Department of Anesthesiology and Intensive Care Medicine, University of Leipzig Medical Centre, Leipzig, Germany.,Department of Anesthesiology and Surgical Intensive Care Medicine, University Hospital Augsburg, Augsburg, Germany
| | - Klaus Kogelmann
- Department of Anesthesiology and Intensive Care Medicine, Hospital Emden, Emden, Germany
| | - Geraldine de Heer
- Department of Intensive Care Medicine, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Sven-Olaf Kuhn
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Greifswald, Greifswald, Germany
| | - Dominik Jarczak
- Department of Intensive Care Medicine, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Johann Motsch
- Department of Anesthesiology, University Hospital Heidelberg, Heidelberg, Germany
| | - Gunther Hempel
- Department of Anesthesiology and Intensive Care Medicine, University of Leipzig Medical Centre, Leipzig, Germany
| | - Norbert Weiler
- Department of Anesthesiology and Intensive Care Medicine, University Medical Center Kiel, Kiel, Germany
| | - Andreas Weyland
- Research Center Neurosensory Science, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany
| | - Matthias Drüner
- Department of Anesthesiology and Intensive Care Medicine, Hospital Emden, Emden, Germany
| | - Matthias Gründling
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Greifswald, Greifswald, Germany
| | - Patrick Meybohm
- Department of Anesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Wuerzburg, Würzburg, Germany
| | - Daniel Richter
- Department of Anesthesiology, University Hospital Heidelberg, Heidelberg, Germany
| | - Ulrich Jaschinski
- Department of Anesthesiology and Surgical Intensive Care Medicine, University Hospital Augsburg, Augsburg, Germany
| | - Onnen Moerer
- Department of Anesthesiology, University Medical Center, Georg-August-University, Göttingen, Germany
| | - Ulf Günther
- University Clinic of Anaesthesiology, Intensive Care, Emergency Medicine and Pain Therapy, Klinikum Oldenburg, Oldenburg, Germany
| | - Dirk Schädler
- Department of Anesthesiology and Intensive Care Medicine, University Medical Center Kiel, Kiel, Germany
| | - Raphael Weiss
- Department of Anesthesiology, Surgical Intensive Care Medicine and Pain Therapy, University Hospital Münster, Munster, Germany
| | - Christian Putensen
- Division of Intensive Care Medicine, Department of Anesthesiology and Intensive Care Medicine, University Hospital Bonn, Bonn, Germany
| | | | - Oliver Kurzai
- Institute for Hygiene and Microbiology, Julius Maximilians University Würzburg, Würzburg, Germany.,National Reference Center for Invasive Fungal Infections NRZMyk, Leibniz Institute for Natural Product Research and Infection Biology-Hans-Knoell-Insitute, Jena, Germany
| | - Peter Schlattmann
- Institute of Medical Statistics, Computer Sciences and Data Science, Jena University Hospital, Jena, Germany
| | - Oliver A Cornely
- Department I of Internal Medicine, Excellence Center for Medical Mycology (ECMM), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.,Chair Translational Research, Faculty of Medicine and University Hospital Cologne, Cologne Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany.,Faculty of Medicine and University Hospital Cologne, Clinical Trials Centre Cologne (ZKS Köln), University of Cologne, Cologne, Germany.,German Centre for Infection Research (DZIF), Partner Site Bonn-Cologne, Cologne, Germany
| | - Michael Bauer
- Center for Sepsis Control and Care, Jena University Hospital, Jena, Germany.,Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany
| | - Daniel Thomas-Rüddel
- Center for Sepsis Control and Care, Jena University Hospital, Jena, Germany.,Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany
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18
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Lin J, Zhou M, Chen J, Zhang L, Lu M, Liu Z. De-escalation from Echinocandins to Azole Treatment in Critically Ill Patients with Candidemia. Int J Infect Dis 2022; 121:69-74. [PMID: 35472525 DOI: 10.1016/j.ijid.2022.04.044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 04/18/2022] [Accepted: 04/20/2022] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVES This study aims to further explore the duration of echinocandins and analyze the de-escalation (DE) strategy in patients with candidemia. METHODS Multivariable logistic regression was used to evaluate the association between the duration of echinocandins (≤ 5-day group vs > 5-day group) and in-hospital mortality. RESULTS Of the 357 cases of candidemia, 200 patients (56.02%) were identified in the ≤5-day group. The ≤5-day group did not have a higher in-hospital mortality than the >5-day group in the multivariable model (odds ratio [OR] 1.536, 95% confidence interval (CI) 0.837-2.819, P-value = 0.166), and the finding was validated by the propensity score matching and inverse probability of treatment weighting models. Subgroup analyses showed that patients in the ≤5-day group without DE may have a poor prognosis (OR 4.223, 95% CI 1.773-10.055, P-value = 0.001). The patients in the ≤5-day group, with a sequential organ failure assessment (SOFA) score of ≥3 evaluated at the time of stopping echinocandins, may have a poor prognosis (OR 2.164, 95% CI 1.009-4.641, P-value = 0.047). CONCLUSION In critically ill adult patients with candidemia, the ≤5-day group with DE was feasible. However, the SOFA score was recommended when stopping echinocandins to ensure the safety of DE therapy.
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Affiliation(s)
- Jing Lin
- Department of Infectious Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Menglan Zhou
- Department of Clinical Laboratory, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China; Beijing Key Laboratory for Mechanisms Research and Precision Diagnosis of Invasive Fungal Diseases, Beijing, China
| | - Jialong Chen
- Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China; Department of Respiratory and Critical Care Medicine, Peking Hospital, Beijing, China
| | - Li Zhang
- Department of Infectious Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Minya Lu
- Department of Clinical Laboratory, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China; Beijing Key Laboratory for Mechanisms Research and Precision Diagnosis of Invasive Fungal Diseases, Beijing, China
| | - Zhengyin Liu
- Department of Infectious Disease, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China.
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19
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Zakhem AE, Istambouli R, Jabbour JF, Hindy JR, Gharamti A, Kanj SS. Diagnosis and Management of Invasive Candida Infections in Critically Ill Patients. Semin Respir Crit Care Med 2022; 43:46-59. [PMID: 35172358 DOI: 10.1055/s-0041-1741009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Invasive candidiasis (IC) has become a serious problem in the intensive care unit patients with an attributable mortality rate that can reach up to 51%. Multiple global surveillance studies have shown an increasing incidence of candidemia. Despite their limited sensitivity (21-71%), cultures remain the gold standard for the diagnosis of IC associated with candidemia. Many adjunct laboratory tests exist to support or rule out the diagnosis, each with its indications and limitations, including procalcitonin, 1,3-β-D-glucan, mannan and anti-mannan antibodies, and Candida albicans germ tube antibody. In addition, polymerase chain reaction-based methods could expedite species identification in positive blood cultures, helping in guiding early empirical antifungal therapy. The management of IC in critically ill patients can be classified into prophylactic, preemptive, empiric, and directed/targeted therapy of a documented infection. There is no consensus concerning the benefit of prophylactic therapy in critically ill patients. While early initiation of appropriate therapy in confirmed IC is an important determinant of survival, the selection of candidates and drug of choice for empirical systemic antifungal therapy is more controversial. The choice of antifungal agents is determined by many factors, including the host, the site of infection, the species of the isolated Candida, and its susceptibility profile. Echinocandins are considered initial first-line therapy agents. Due to the conflicting results of the various studies on the benefit of preemptive therapy for critically ill patients and the lack of robust evidence, the Infectious Diseases Society of America (IDSA) omitted this category from its updated guidelines and the European Society of Intensive Care Medicine (ESICM) and the Critically Ill Patients Study Group of the European Society of Clinical Microbiology and Infectious Diseases (ESCMID) do not recommend it.
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Affiliation(s)
- Aline El Zakhem
- Division of Infectious Diseases, American University of Beirut Medical Center, Beirut, Lebanon
| | - Rachid Istambouli
- Leeds and York Partnership NHS Foundation Trust, Leeds, United Kingdom
| | - Jean-Francois Jabbour
- Department of Internal Medicine, Saint George Hospital University Medical Center, University of Balamand, Beirut, Lebanon
| | - Joya-Rita Hindy
- Division of Infectious Diseases, Department of Internal Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota
| | - Amal Gharamti
- Department of Internal Medicine, Yale School of Medicine, Waterbury Hospital, Waterbury, Connecticut
| | - Souha S Kanj
- Division of Infectious Diseases, American University of Beirut Medical Center, Beirut, Lebanon
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20
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Burillo A, Bouza E. Faster infection diagnostics for intensive care unit (ICU) patients. Expert Rev Mol Diagn 2022; 22:347-360. [PMID: 35152813 DOI: 10.1080/14737159.2022.2037422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION : The patient admitted to intensive care units (ICU) is critically ill, to some extent immunosuppressed, with a high risk of infection, sometimes by multidrug-resistant microorganisms. In this context, the intensivist expects from the microbiology service quick and understandable information so that appropriate antimicrobial treatment for that particular patient and infection can be initiated. AREAS COVERED : In this review of recent literature (2015-2021), we identified diagnostic methods for the most prevalent infections in these patients through a search of the databases Pubmed, evidence-based medicine online, York University reviewers group, Cochrane, MBE-Trip, and Sumsearch using the terms: adult, clinical laboratory techniques, critical care, early diagnosis, microbiology, molecular diagnostic techniques, spectrometry and metagenomics. EXPERT OPINION : There has been an exponential surge in diagnostic systems used directly on blood and other samples to expedite microbial identification and antimicrobial susceptibility testing of pathogens. Few studies have thus far assessed their clinical impact; final outcomes will also depend on preanalytical and post-analytical factors. Besides, many of the resistance mechanisms cannot yet be detected with molecular techniques, which impairs the prediction of the actual resistance phenotype. Nonetheless, this is an exciting field with much yet to explore.
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Affiliation(s)
- Almudena Burillo
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Doctor Esquerdo 46, 28007 Madrid, Spain.,Medicine Department, School of Medicine, Universidad Complutense de Madrid, Plaza Ramón y Cajal s/n, Ciudad Universitaria, 28040 Madrid, Spain.,Gregorio Marañón Health Research Institute, Doctor Esquerdo 46, 28007, Madrid, Spain
| | - Emilio Bouza
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Doctor Esquerdo 46, 28007 Madrid, Spain.,Medicine Department, School of Medicine, Universidad Complutense de Madrid, Plaza Ramón y Cajal s/n, Ciudad Universitaria, 28040 Madrid, Spain.,Gregorio Marañón Health Research Institute, Doctor Esquerdo 46, 28007, Madrid, Spain.,CIBER of Respiratory Diseases (CIBERES CB06/06/0058), Av. Monforte de Lemos 3-5, Pabellón 11, Planta, 28029 Madrid, Spain
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21
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Helweg-Larsen J, Steensen M, Møller Pedersen F, Bredahl Jensen P, Perch M, Møller K, Riis Olesen B, Søderlund M, Cavling Arendrup M. Intensive Care Antifungal Stewardship Programme Based on T2Candida PCR and Candida Mannan Antigen: A Prospective Study. J Fungi (Basel) 2021; 7:jof7121044. [PMID: 34947026 PMCID: PMC8705527 DOI: 10.3390/jof7121044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 12/02/2021] [Accepted: 12/03/2021] [Indexed: 12/17/2022] Open
Abstract
Non-culture-based biomarkers may improve diagnosis and antifungal treatment (AFT) of invasive candidiasis (IC). We evaluated an antifungal stewardship programme (AFSP) in a prospective intensive care unit (ICU) study, which included T2Candida and Candida mannan antigen (MAg) screening of patients with sepsis and a high risk of IC. Patients with non-neutropenic sepsis and a high risk of IC from two large tertiary ICUs were prospectively included, during a one-year period. IC was classified as proven, likely, possible or unlikely. The AFSP, diagnostic values of T2Candida and MAg, and the consumption of antifungals were evaluated. An amount of 219 patients with 504 T2Candida/MAg samples were included. IC was classified as proven in 29 (13.2%), likely in 7 (3.2%) and possible in 10 (5.5%) patients. Sensitivity/specificity/PPV/NPV values, comparing proven/likely versus unlikely IC, were 47%/100%/94%/90% for BC alone, 50%/97%/75%/90% for T2Candida alone, and 39%/96%/67%/88% for MAg alone. For the combination of T2Candida/MAg taken ≤3 days after AFT initiation, sensitivity/specificity/PPV/NPV was 70%/90%/63%/93%. T2Candida/MAg contributed to early (<3 days) AFT initiation in 13%, early AFT discontinuation in 25% and abstaining from AFT in 24% of patients. No reduction in overall use of AFT during the study period compared with the previous year was observed. An AFSP based on T2Candida and MAg screening contributed to a reduction of unnecessary treatment, but not overall AFT use. The diagnostic performance of T2Candida was lower than previously reported, but increased if T2Candida was combined with MAg.
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Affiliation(s)
- Jannik Helweg-Larsen
- Department of Infectious Diseases, Rigshospitalet, 2100 Copenhagen, Denmark;
- Correspondence:
| | - Morten Steensen
- Department of Intensive Care, Rigshospitalet, 2100 Copenhagen, Denmark;
| | - Finn Møller Pedersen
- Department of Thoracic Anesthesiology, Rigshospitalet, 2100 Copenhagen, Denmark; (F.M.P.); (P.B.J.)
| | - Pia Bredahl Jensen
- Department of Thoracic Anesthesiology, Rigshospitalet, 2100 Copenhagen, Denmark; (F.M.P.); (P.B.J.)
| | - Michael Perch
- Department of Cardiology, Section for Lung Transplantation, Rigshospitalet, 2100 Copenhagen, Denmark;
| | - Kirsten Møller
- Department of Neuro Anesthesiology, Rigshospitalet, 2100 Copenhagen, Denmark;
- Department of Clinical Medicine, University of Copenhagen, 2100 Copenhagen, Denmark;
| | | | - Mathias Søderlund
- Department of Infectious Diseases, Rigshospitalet, 2100 Copenhagen, Denmark;
| | - Maiken Cavling Arendrup
- Department of Clinical Medicine, University of Copenhagen, 2100 Copenhagen, Denmark;
- Unit of Mycology, Statens Serum Institut, 2300 Copenhagen, Denmark
- Department of Clinical Microbiology, Rigshospitalet, 2100 Copenhagen, Denmark
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22
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Thomas-Rüddel D, Schlattmann P, Pletz M, Kurzai O, Bloos F. Risk factors for invasive candida infection in critically ill patients - a systematic review and meta-analysis. Chest 2021; 161:345-355. [PMID: 34673022 PMCID: PMC8941622 DOI: 10.1016/j.chest.2021.08.081] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 08/03/2021] [Accepted: 08/07/2021] [Indexed: 11/28/2022] Open
Abstract
Background Current guidelines recommend empirical antifungal therapy in patients with sepsis with high risk of invasive Candida infection. However, many different risk factors have been derived from multiple studies. These risk factors lack specificity, and broad application would render most ICU patients eligible for empirical antifungal therapy. Research Question What risk factors for invasive Candida infection can be identified by a systematic review and meta-analysis? Study Design and Methods We searched PubMed, Web of Science, ScienceDirect, Biomed Central, and Cochrane and extracted the raw and adjusted OR for each risk factor associated with invasive Candida infection. We calculated pooled ORs for risk factors present in more than one study. Results We included 34 studies in our meta-analysis resulting in the assessment of 29 possible risk factors. Risk factors for invasive Candida infection included demographic factors, comorbid conditions, and medical interventions. Although demographic factors do not play a role for the development of invasive Candida infection, comorbid conditions (eg, HIV, Candida colonization) and medical interventions have a significant impact. The risk factors associated with the highest risk for invasive Candida infection were broad-spectrum antibiotics (OR, 5.6; 95% CI, 3.6-8.8), blood transfusion (OR, 4.9; 95% CI, 1.5-16.3), Candida colonization (OR, 4.7; 95% CI, 1.6-14.3), central venous catheter (OR, 4.7; 95% CI, 2.7-8.1), and total parenteral nutrition (OR, 4.6; 95% CI, 3.3-6.3). However, dependence between the various risk factors is probably high. Interpretation Our systematic review and meta-analysis identified patient- and treatment-related factors that were associated with the risk for the development of invasive Candida infection in the ICU. Most of the factors identified were either related to medical interventions during intensive care or to comorbid conditions.
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Affiliation(s)
- Daniel Thomas-Rüddel
- Center for Sepsis Control & Care, Jena University Hospital, Jena, Germany;; Dept. of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany;.
| | - Peter Schlattmann
- Institut für Medizinische Statistik, Informatik und Datenwissenschaften (IMSID), Jena University Hospital Jena
| | - Mathias Pletz
- Center for Sepsis Control & Care, Jena University Hospital, Jena, Germany;; Institute for Infectious Diseases and Infection Control, Jena University Hospital Jena
| | - Oliver Kurzai
- Center for Sepsis Control & Care, Jena University Hospital, Jena, Germany;; National Reference Center for Invasive Fungal Infections NRZMyk, Leibniz Institute for Natural Product Research and Infection Biology - Hans-Knoell-Institute, Jena; University of Wuerzburg, Institute for Hygiene and Microbiology, Germany
| | - Frank Bloos
- Center for Sepsis Control & Care, Jena University Hospital, Jena, Germany;; Dept. of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
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23
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Singh S, Singh M, Verma N, Sharma M, Pradhan P, Chauhan A, Jaiswal N, Chakrabarti A, Singh M. Comparative accuracy of 1,3 beta-D glucan and galactomannan for diagnosis of invasive fungal infections in pediatric patients: a systematic review with meta-analysis. Med Mycol 2021; 59:139-148. [PMID: 32448907 DOI: 10.1093/mmy/myaa038] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 03/16/2020] [Accepted: 05/01/2020] [Indexed: 12/26/2022] Open
Abstract
Invasive fungal infections (IFI) cause considerable morbidity and mortality in pediatric patients. Serum biomarkers such as 1,3-beta-D glucan (BDG) and galactomannan (GM) have been evaluated for the IFI diagnosis. However, most evidence regarding their utility is derived from studies in adult oncology patients. This systematic review aimed to compare the diagnostic accuracy of BDG and GM individually or in combination for diagnosing IFI in pediatric patients. PubMed, CINAHL, Embase, and Cochrane Library were searched until March 2019 for diagnostic studies evaluating both serum GM and BDG for diagnosing pediatric IFI. The pooled diagnostic odds ratio (DOR), specificity and sensitivity were computed. Receiver operating characteristics (ROC) curve and area under the curve (AUC) were used for summarizing overall assay performance. Six studies were included in the meta-analysis. The summary estimates of sensitivity, specificity, pooled DOR, AUC of the GM assay for proven or probable IFI were 0.74, 0.76, 13.25, and 0.845. The summary estimates of sensitivity, specificity, pooled DOR, AUC of the BDG assay were 0.70, 0.69, 4.3, and 0.722. The combined predictive ability of both tests was reported in two studies (sensitivity: 0.67, specificity: 0.877). Four studies were performed in hematology-oncology patients, while two were retrospective studies from pediatric intensive care units (ICUs). In the subgroup of hematology-oncology patients, DOR of BDG remained similar at 4.25 but increased to 40.28 for GM. We conclude that GM and BDG have a modest performance for identifying IFI in pediatric patients. GM has a better accuracy over BDG. Combining both improves the specificity at the cost of sensitivity.
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Affiliation(s)
- Shreya Singh
- Department of Medical Microbiology, Postgraduate institute of medical education and research (PGIMER), Chandigarh, 160012
| | - Manvi Singh
- Department of Pediatrics, Postgraduate institute of medical education and research (PGIMER), Chandigarh, 160012
| | - Nipun Verma
- Department of Hepatology, Postgraduate institute of medical education and research (PGIMER), Chandigarh, 160012
| | - Minakshi Sharma
- Department of Pediatrics, Postgraduate institute of medical education and research (PGIMER), Chandigarh, 160012
| | - Pranita Pradhan
- Department of Pediatrics, Postgraduate institute of medical education and research (PGIMER), Chandigarh, 160012
| | - Anil Chauhan
- Department of Pediatrics, Postgraduate institute of medical education and research (PGIMER), Chandigarh, 160012
| | - Nishant Jaiswal
- Department of Pediatrics, Postgraduate institute of medical education and research (PGIMER), Chandigarh, 160012
| | - Arunaloke Chakrabarti
- Department of Medical Microbiology, Postgraduate institute of medical education and research (PGIMER), Chandigarh, 160012
| | - Meenu Singh
- Department of Medical Microbiology, Postgraduate institute of medical education and research (PGIMER), Chandigarh, 160012
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24
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Honore PM, Redant S, Preseau T, Moorthamers S, Kaefer K, Barreto Gutierrez L, Attou R, Gallerani A, De Bels D. T2MR can be used as a non-culture-based test together with biomarkers to improve detection of Candida in the bloodstream and reduce time delay in treating invasive candidiasis. Expert Rev Anti Infect Ther 2021; 20:327-329. [PMID: 34357835 DOI: 10.1080/14787210.2021.1964954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Patrick M Honore
- Faculty of Medicine at the ULB University, Brussels, Belgium.,ICU Dept, Centre Hospitalier Universitaire Brugmann, Brussels, Belgium
| | - Sebastien Redant
- ICU Dept, Centre Hospitalier Universitaire Brugmann, Brussels, Belgium
| | - Thierry Preseau
- ICU Dept, Centre Hospitalier Universitaire Brugmann, Brussels, Belgium
| | - Sofie Moorthamers
- ICU Dept, Centre Hospitalier Universitaire Brugmann, Brussels, Belgium
| | - Keitiane Kaefer
- ICU Dept, Centre Hospitalier Universitaire Brugmann, Brussels, Belgium
| | | | - Rachid Attou
- ICU Dept, Centre Hospitalier Universitaire Brugmann, Brussels, Belgium
| | - Andrea Gallerani
- ICU Dept, Centre Hospitalier Universitaire Brugmann, Brussels, Belgium
| | - David De Bels
- ICU Dept, Centre Hospitalier Universitaire Brugmann, Brussels, Belgium
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25
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Mind the gaps: challenges in the clinical management of invasive candidiasis in critically ill patients. Curr Opin Infect Dis 2021; 33:441-448. [PMID: 33044240 DOI: 10.1097/qco.0000000000000684] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
PURPOSE OF REVIEW Strict adherence to clinical practice guidelines is recognized to improve outcomes but the inconvenient truth is that only a small subset of what is done in medicine has been tested in appropriate, well designed studies. In this article, we aim to review controversial aspects of the clinical management of invasive candidiasis recommended by guidelines. RECENT FINDINGS Despite still being recommended by guidelines, we fail to identify a single randomized clinical trial documenting that the use of antifungal drugs in high-risk critically ill patients without microbiologic documentation of Candida infection decreases mortality. Regarding deep-seated Candida infections, most cohort studies of patients with candidemia found less than 5% of patients developed endophthalmitis and endocarditis. In this scenario, it is reasonable to reconsider routine universal screening of both complications in candidemic patients. Finally, a large number of studies have shown that critically ill patients usually have lower echinocandin exposure when compared with other populations. We need more data on the clinical relevance of this finding. SUMMARY We need robust studies to validate new strategies for the clinical management of candidemia in ICU, including: the use of fungal biomarkers in the early initiation or interruption of antifungal therapy in high-risk patients to replace the conventional empirical antifungal therapy driven by predictive rules; validation of targeted screening of eye infection and endocarditis with the aid of fungal biomarkers only in high-risk patients; we should clarify if higher doses of candins are necessary to treat invasive candidiasis in critically ill patients, especially in the case of intra-abdominal infections where drug penetration is suboptimal.
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26
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Bassetti M, Azoulay E, Kullberg BJ, Ruhnke M, Shoham S, Vazquez J, Giacobbe DR, Calandra T. EORTC/MSGERC Definitions of Invasive Fungal Diseases: Summary of Activities of the Intensive Care Unit Working Group. Clin Infect Dis 2021; 72:S121-S127. [PMID: 33709127 DOI: 10.1093/cid/ciaa1751] [Citation(s) in RCA: 112] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The EORTC/MSGERC recently revised and updated the consensus definitions of invasive fungal disease (IFD). These definitions primarily focus on patients with cancer and stem cell or solid-organ transplant patients. They may therefore not be suitable for intensive care unit (ICU) patients. More in detail, while the definition of proven IFD applies to a broad range of hosts, the categories of probable and possible IFD were primarily designed for classical immunocompromised hosts and may therefore not be ideal for other populations. Moreover, the scope of the possible category of IFD has been diminished in the recently revised definitions for classically immunocompromised hosts. Diagnosis of IFD in the ICU presents many challenges, which are different for invasive candidiasis and for invasive aspergillosis. The aim of this article is to review progresses made in recent years and difficulties remaining in the development of definitions applicable in the ICU setting.
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Affiliation(s)
- Matteo Bassetti
- Infectious Diseases Unit, Ospedale Policlinico San Martino-IRCCS, Genoa, Italy.,Department of Health Sciences, University of Genoa, Genoa, Italy
| | - Elie Azoulay
- Medical ICU, APHP, Saint-Louis Hospital, Paris, France.,Université de Paris, Paris, France
| | - Bart-Jan Kullberg
- Department of Medicine and Radboudumc Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Markus Ruhnke
- Division of Hematology, Oncology and Palliative Care, Department of Internal Medicine, Helios Klinikum Aue, Aue, Germany
| | - Shmuel Shoham
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jose Vazquez
- Department of Medicine, Division of Infectious Diseases, Medical College of Georgia/Augusta University, Augusta, Georgia, USA
| | | | - Thierry Calandra
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
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27
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Dupuis C, Le Bihan C, Maubon D, Calvet L, Ruckly S, Schwebel C, Bouadma L, Azoulay E, Cornet M, Timsit JF. Performance of Repeated Measures of (1-3)-β-D-Glucan, Mannan Antigen, and Antimannan Antibodies for the Diagnosis of Invasive Candidiasis in ICU Patients: A Preplanned Ancillary Analysis of the EMPIRICUS Randomized Clinical Trial. Open Forum Infect Dis 2021; 8:ofab080. [PMID: 33816643 PMCID: PMC8002176 DOI: 10.1093/ofid/ofab080] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 02/26/2021] [Indexed: 12/13/2022] Open
Abstract
Background We aimed to assess the prognostic value of repeated measurements of serum (1–3)-β-D-glucan (BDG), mannan-antigen (mannan-Ag), and antimannan antibodies (antimannan-Ab) for the occurrence of invasive candidiasis (IC) in a high-risk nonimmunocompromised population. Methods This was a preplanned ancillary analysis of the EMPIRICUS Randomized Clinical Trial, including nonimmunocompromised critically ill patients with intensive care unit–acquired sepsis, multiple Candida colonization, and multiple organ failure who were exposed to broad-spectrum antibacterial agents. BDG (>80 and >250 pg/mL), mannan-Ag (>125 pg/mL), and antimannan-Ab (>10 AU) were collected repeatedly. We used cause-specific hazard models. Biomarkers were assessed at baseline in the whole cohort (cohort 1). Baseline covariates and/or repeated measurements and/or increased biomarkers were then studied in the subgroup of patients who were still alive at day 3 and free of IC (cohort 2). Results Two hundred thirty-four patients were included, and 215 were still alive and free of IC at day 3. IC developed in 27 patients (11.5%), and day 28 mortality was 29.1%. Finally, BDG >80 pg/mL at inclusion was associated with an increased risk of IC (CSHR[IC], 4.67; 95% CI, 1.61–13.5) but not death (CSHR[death], 1.20; 95% CI, 0.71–2.02). Conclusions Among high-risk patients, a first measurement of BDG >80 pg/mL was strongly associated with the occurrence of IC. Neither a cutoff of 250 pg/mL nor repeated measurements of fungal biomarkers seemed to be useful to predict the occurrence of IC. The cumulative risk of IC in the placebo group if BDG >80 pg/mL was 25.39%, which calls into question the efficacy of empirical therapy in this subgroup.
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Affiliation(s)
- Claire Dupuis
- Medical ICU, Gabriel Montpied University Hospital, Clermont-Ferrand, France.,UMR1137-IAME Inserm, Paris Diderot University, Paris, France
| | - Clément Le Bihan
- Saint Eloi Department of Anesthesiology and Critical Care Medicine, Montpellier University and Montpellier University Health Care Center, Montpellier, France
| | - Daniele Maubon
- Univ. Grenoble Alpes, CNRS, CHU Grenoble Alpes, Grenoble INP, TIMC-IMAG, Grenoble, France
| | - Laure Calvet
- Medical ICU, Gabriel Montpied University Hospital, Clermont-Ferrand, France
| | | | - Carole Schwebel
- Medical ICU, Albert Michallon University Hospital, Grenoble, France
| | - Lila Bouadma
- UMR1137-IAME Inserm, Paris Diderot University, Paris, France.,Medical and Infectious Diseases ICU, Bichat-Claude Bernard University Hospital, Paris, France
| | - Elie Azoulay
- Saint-Louis University Hospital, Medical ICU, Paris, France
| | - Muriel Cornet
- Univ. Grenoble Alpes, CNRS, CHU Grenoble Alpes, Grenoble INP, TIMC-IMAG, Grenoble, France
| | - Jean-Francois Timsit
- UMR1137-IAME Inserm, Paris Diderot University, Paris, France.,Medical and Infectious Diseases ICU, Bichat-Claude Bernard University Hospital, Paris, France
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28
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Cento V, Alteri C, Mancini V, Gatti M, Lepera V, Mazza E, Moioli MC, Merli M, Colombo J, Orcese CA, Bielli A, Torri S, Gasparini LE, Vismara C, De Gasperi A, Brioschi P, Puoti M, Cairoli R, Lombardi G, Perno CF. Quantification of 1,3-β-d-glucan by Wako β-glucan assay for rapid exclusion of invasive fungal infections in critical patients: A diagnostic test accuracy study. Mycoses 2020; 63:1299-1310. [PMID: 32810888 DOI: 10.1111/myc.13170] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 08/12/2020] [Accepted: 08/13/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVES Rapid and reliable exclusion of invasive fungal infections (IFI) by markers able to avoid unnecessary empirical antifungal treatment is still a critical unmet clinical need. We investigated the diagnostic performance of a newly available β-d-Glucan (BDG) quantification assay, focusing on the optimisation of the BDG cut-off values for IFI exclusion. METHODS BDG results by Wako β-glucan assay (lower limit of detection [LLOD] = 2.16 pg/mL, positivity ≥ 11 pg/mL) on two consecutive serum samples were retrospectively analysed in 170 patients, admitted to haematological wards (N = 42), intensive care units (ICUs; N = 80), or other wards (N = 48), exhibiting clinical signs and/or symptoms suspected for IFI. Only patients with proven IFI (EORTC/MSG criteria) were considered as true positives in the assessment of BDG sensitivity, specificity and predictive values. RESULTS Patients were diagnosed with no IFI (69.4%), proven IFI (25.3%) or probable IFI (5.3%). Two consecutive BDG values < LLOD performed within a median of 1 (interquartile range: 1-3) day were able to exclude a proven IFI with 100% sensitivity and negative predictive value (primary study goal). Test's specificity improved by using two distinct positivity and negativity cut-offs (7.7 pg/mL and LLOD, respectively), but remained suboptimal in ICU patients (50%), as compared to haematological or other patients (93% and 90%, respectively). CONCLUSIONS The classification of Wako's results as negative when < LLOD, and positive when > 7.7 pg/mL, could be a promising diagnostic approach to confidently rule out an IFI in both ICU and non-ICU patients. The poor specificity in the ICU setting remains a concern, due to the difficulty to interpret positive results in this fragile population.
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Affiliation(s)
- Valeria Cento
- Resident in Microbiology and Virology, Università degli Studi di Milano, Milan, Italy
| | - Claudia Alteri
- Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Valentina Mancini
- Hematology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Milo Gatti
- Anesthesiology and Intensive Care 1, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Valentina Lepera
- Chemical-clinical and Microbiological Analysis, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Ernestina Mazza
- Anesthesiology and Intensive Care 2, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Marco Merli
- Infectious Diseases, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Jacopo Colombo
- Anesthesiology and Intensive Care 3, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Carlo Andrea Orcese
- Infectious Diseases, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alessandra Bielli
- Chemical-clinical and Microbiological Analysis, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Stefania Torri
- Resident in Microbiology and Virology, Università degli Studi di Milano, Milan, Italy
| | - Laura Elisa Gasparini
- Anesthesiology and Intensive Care 1, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Chiara Vismara
- Chemical-clinical and Microbiological Analysis, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Andrea De Gasperi
- Anesthesiology and Intensive Care 2, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Paolo Brioschi
- Anesthesiology and Intensive Care 1, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Massimo Puoti
- Infectious Diseases, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Roberto Cairoli
- Hematology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Gianluigi Lombardi
- Chemical-clinical and Microbiological Analysis, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Carlo Federico Perno
- Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Chemical-clinical and Microbiological Analysis, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
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Logan C, Martin-Loeches I, Bicanic T. Invasive candidiasis in critical care: challenges and future directions. Intensive Care Med 2020; 46:2001-2014. [PMID: 32990778 DOI: 10.1007/s00134-020-06240-x] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 09/01/2020] [Indexed: 12/19/2022]
Abstract
Invasive candidiasis is the most common critical care-associated fungal infection with a crude mortality of ~ 40-55%. Important factors contributing to risk of invasive candidiasis in ICU include use of broad-spectrum antimicrobials, immunosuppressive drugs, and total parenteral nutrition alongside iatrogenic interventions which breach natural barriers to infection [vascular catheters, renal replacement therapy, extracorporeal membrane oxygenation (ECMO), surgery]. This review discusses three key challenges in this field. The first is the shift in Candida epidemiology across the globe to more resistant non-albicans species, in particular, the emergence of multi-resistant Candida glabrata and Candida auris, which pose significant treatment and infection control challenges in critical care. The second challenge lies in the timely and appropriate initiation and discontinuation of antifungal therapy. Early antifungal strategies (prophylaxis, empirical and pre-emptive) using tools such as the Candida colonisation index, clinical prediction rules and fungal non-culture-based tests have been developed: we review the evidence on implementation of these tools in critical care to aid clinical decision-making around the prescribing and cessation of antifungal therapy. The third challenge is selection of the most appropriate antifungal to use in critical care patients. While guidelines exist to aid choice, this heterogenous and complex patient group require a more tailored approach, particularly in cases of acute kidney injury, liver impairment and for patients supported by extracorporeal membrane oxygenation. We highlight key research priorities to overcome these challenges in the future.
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Affiliation(s)
- C Logan
- Institute of Infection and Immunity, St George's University of London, London, UK
- Clinical Infection Unit, St George's University Hospital, London, UK
| | - I Martin-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital/Trinity College, Dublin, Ireland.
- Hospital Clinic, Universidad de Barcelona, CIBERes, Barcelona, Spain.
| | - T Bicanic
- Institute of Infection and Immunity, St George's University of London, London, UK
- Clinical Infection Unit, St George's University Hospital, London, UK
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Schroeder M, Weber T, Denker T, Winterland S, Wichmann D, Rohde H, Ozga AK, Fischer M, Kluge S. Epidemiology, clinical characteristics, and outcome of candidemia in critically ill patients in Germany: a single-center retrospective 10-year analysis. Ann Intensive Care 2020; 10:142. [PMID: 33064220 PMCID: PMC7567770 DOI: 10.1186/s13613-020-00755-8] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 10/03/2020] [Indexed: 12/15/2022] Open
Abstract
Background Despite advances in the management of bloodstream infections (BSI) caused by Candida spp., the mortality still remains high in critically ill patients. The worldwide epidemiology of yeast-related BSI is subject to changing species distribution and resistance patterns, challenging antifungal treatment strategies. The aim of this single-center study was to identify predictors of mortality after 28 and 180 days in a cohort of mixed surgical and medical critically ill patients with candidemia. Methods Patients, who had been treated for laboratory-confirmed BSI caused by Candida spp. in one of 12 intensive care units (ICU) at a University hospital between 2008 and 2017, were retrospectively identified. We retrieved data including clinical characteristics, Candida species distribution, and antifungal management from electronic health records to identify risk factors for mortality at 28 and 180 days using a Cox regression model. Results A total of 391 patients had blood cultures positive for Candida spp. (incidence 4.8/1000 ICU admissions). The mortality rate after 28 days was 47% (n = 185) and increased to 60% (n = 234) after 180 days. Age (HR 1.02 [95% CI 1.01–1.03]), a history of liver cirrhosis (HR 1.54 [95% CI 1.07–2.20]), septic shock (HR 2.41 [95% CI 1.73–3.37]), the Sepsis-related Organ Failure Assessment score (HR 1.12 [95% CI 1.07–1.17]), Candida score (HR 1.25 [95% CI 1.11–1.40]), and the length of ICU stay at culture positivity (HR 1.01 [95% CI 1.00–1.01]) were significant risk factors for death at 180 days. Patients, who had abdominal surgery (HR 0.66 [95% CI 0.48–0.91]) and patients, who received adequate (HR 0.36 [95% CI 0.24–0.52]) or non-adequate (HR 0.31 [95% CI 0.16–0.62]) antifungal treatment, had a reduced mortality risk compared to medical admission and no antifungal treatment, respectively. Conclusions The mortality of critically ill patients with Candida BSI is high and is mainly determined by disease severity, multiorgan dysfunction, and antifungal management rather than species distribution and susceptibility. Our results underline the importance of timely treatment of candidemia. However, controversies remain on the optimal definition of adequate antifungal management.
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Affiliation(s)
- Maria Schroeder
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany.
| | - Theresa Weber
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Timme Denker
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Sarah Winterland
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Dominic Wichmann
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Holger Rohde
- Department of Medical Microbiology, Virology and Hygiene, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ann-Kathrin Ozga
- Center for Experimental Medicine, Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marlene Fischer
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
| | - Stefan Kluge
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20246, Hamburg, Germany
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(1,3)-β-D-Glucan-based empirical antifungal interruption in suspected invasive candidiasis: a randomized trial. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2020; 24:550. [PMID: 32891170 PMCID: PMC7487510 DOI: 10.1186/s13054-020-03265-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 08/26/2020] [Indexed: 12/15/2022]
Abstract
Background (1,3)-β-d-Glucan has been widely used in clinical practice for the diagnosis of invasive Candida infections. However, such serum biomarker showed potential to guide antimicrobial therapy in order to reduce the duration of empirical antifungal treatment in critically ill septic patients with suspected invasive candidiasis. Methods This was a single-centre, randomized, open-label clinical trial in which critically ill patients were enrolled during the admission to the intensive care unit (ICU). All septic patients who presented invasive Candida infection risk factors and for whom an empirical antifungal therapy was commenced were randomly assigned (1:1) in those stopping antifungal therapy if (1,3)-β-d-glucan was negative ((1,3)-β-d-glucan group) or those continuing the antifungal therapy based on clinical rules (control group). Serum 1,3-β-d-glucan was measured at the enrolment and every 48/72 h over 14 days afterwards. The primary endpoint was the duration of antifungal treatment in the first 30 days after enrolment. Results We randomized 108 patients into the (1,3)-β-d-glucan (n = 53) and control (n = 55) groups. Median [IQR] duration of antifungal treatment was 2 days [1–3] in the (1,3)-β-d-glucan group vs. 10 days [6–13] in the control group (between-group absolute difference in means, 6.29 days [95% CI 3.94–8.65], p < 0.001). Thirty-day mortality was similar (28.3% [(1,3)-β-d-glucan group] vs. 27.3% [control group], p = 0.92) as well as the overall rate of documented candidiasis (11.3% [(1,3)-β-d-glucan group] vs. 12.7% [control group], p = 0.94), the length of mechanical ventilation (p = 0.97) and ICU stay (p = 0.23). Conclusions In critically ill septic patients admitted to the ICU at risk of invasive candidiasis, a (1,3)-β-d-glucan-guided strategy could reduce the duration of empirical antifungal therapy. However, the safety of this algorithm needs to be confirmed in future, multicentre clinical trial with a larger population. Trial registration ClinicalTrials.gov, NCT03117439, retrospectively registered on 18 April 2017
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Impact of the Beta-Glucan Test on Management of Intensive Care Unit Patients at Risk for Invasive Candidiasis. J Clin Microbiol 2020; 58:JCM.01996-19. [PMID: 32238435 DOI: 10.1128/jcm.01996-19] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 03/10/2020] [Indexed: 11/20/2022] Open
Abstract
The 1,3-beta-d-glucan (BDG) test is used for the diagnosis of invasive candidiasis (IC) in intensive care units (ICUs). However, its utility for patient management is unclear. This study assessed the impact of BDG test results on therapeutic decisions. This was a single-center observational study conducted in an ICU over two 6-month periods. All BDG test requests for the diagnosis of IC were analyzed. Before the second period, the ICU physicians received a pocket card instruction (algorithm) for targeted BDG testing in high-risk patients. The performance of the BDG test for IC diagnosis was assessed, as well as its impact on antifungal (AF) prescription. Overall, 72 patients had ≥1 BDG test, and 14 (19%) patients had an IC diagnosis. The BDG test results influenced therapeutic decisions in 41 (57%) cases. The impact of the BDG test was positive in 30 (73%) of them, as follows: AF abstention/interruption following a negative BDG result (n = 27), and AF initiation/continuation triggered by a positive BDG test result and subsequently confirmed IC (n = 3). In 10 (24%) cases, a positive BDG test result resulted in AF initiation/continuation with no further evidence of IC. A negative BDG result and AF abstention with subsequent IC diagnosis were observed in one case. The positive predictive value (PPV) of BDG was improved if testing was restricted to the algorithm's indications (80% versus 36%, respectively). However, adherence to the algorithm was low (26%), and no benefit of the intervention was observed. The BDG result had an impact on therapeutic decisions in more than half of the cases, which consisted mainly of safe AF interruption/abstention. Targeted BDG testing in high-risk patients improves PPV but is difficult to achieve in ICU.
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Hare D, Coates C, Kelly M, Cottrell E, Connolly E, Muldoon EG, O' Connell B, Rogers TR, Talento AF. Antifungal stewardship in critical care: Implementing a diagnostics-driven care pathway in the management of invasive candidiasis. Infect Prev Pract 2020; 2:100047. [PMID: 34368697 PMCID: PMC8336030 DOI: 10.1016/j.infpip.2020.100047] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 02/08/2020] [Indexed: 12/01/2022] Open
Abstract
Background Invasive candidiasis (IC) is the most common invasive fungal disease in patients admitted to critical care and is associated with high mortality rates. Diagnosis can be delayed by the poor sensitivity of culture-based methods, leading to unnecessary use of empirical antifungal therapy (EAFT). The fungal biomarker (1–3)-β-d-glucan (BDG) has been shown to aid in the diagnosis of IC in critical care and has been incorporated into antifungal stewardship (AFS) programmes. Aim To describe our experience using a diagnostics-driven AFS programme incorporating the fungal biomarker BDG, analyse its impact on antifungal therapy (AFT), and gain an improved understanding of the epidemiology of IC in our critical care unit (CrCU). Methods An AFS care pathway incorporating BDG was introduced in the CrCU in St James's Hospital, Dublin. Following an educational programme, compliance with the pathway was prospectively audited between December 1st, 2017 and July 31st, 2018. Results and Conclusion One hundred and nine AFT episodes were included, of which 95 (87%) had a BDG sent. Of those with BDG results available at the time of decision-making, 38 (63%) were managed in accordance with the care pathway. In compliant episodes without IC, median EAFT duration was 5.5 days [IQR 4–7] and no increase in mortality or subsequent IC was observed. Although adopting a diagnostics-driven approach was found to be useful in the cohort of patients with BDG results available, the use of once-weekly BDG testing did not result in an observed reduction in the consumption of anidulafungin, highlighting an important limitation of this approach.
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Affiliation(s)
- D Hare
- Department of Microbiology, St James's Hospital, Dublin, Ireland
| | - C Coates
- Department of Microbiology, St James's Hospital, Dublin, Ireland
| | - M Kelly
- Pharmacy Department, St James's Hospital, Dublin, Ireland
| | - E Cottrell
- Pharmacy Department, St James's Hospital, Dublin, Ireland
| | - E Connolly
- Department of Critical Care and Anaesthesia, St James's Hospital, Dublin, Ireland
| | - E G Muldoon
- Department of Infectious Disease, Mater Misericordiae University Hospital, Dublin, Eccles St, Dublin, Ireland
| | - B O' Connell
- Department of Microbiology, St James's Hospital, Dublin, Ireland
| | - T R Rogers
- Department of Microbiology, St James's Hospital, Dublin, Ireland.,Department of Clinical Microbiology, Trinity College Dublin, Ireland
| | - A F Talento
- Department of Microbiology, St James's Hospital, Dublin, Ireland
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Bouza E, Almirante B, García Rodríguez J, Garnacho-Montero J, Salavert M, Muñoz P, Sanguinetti M. Biomarkers of fungal infection: Expert opinion on the current situation. REVISTA ESPANOLA DE QUIMIOTERAPIA 2019. [PMID: 31729203 PMCID: PMC6987620 DOI: 10.37201/req/2260.2019] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The introduction of non-culture-based diagnostic techniques is revolutionizing the world of microbiological diagnosis and infection assessment. Fungi are no exception, and the introduction of biomarkers has opened up enormous expectations for better management of these entities. Biomarkers are diverse, their targets are also diverse and their evaluation has been done preferably in an individualized use and with deficient designs. Less is known about the value of the combined use of biomarkers and the impact of the negativity of two or more biomarkers on antifungal treatment decisions has been poorly studied. Given the paucity of prospective, randomized and definitive studies, we have convened experts from different fields, with an interest in invasive fungal infections, to answer some questions about the current relevant use of fungal biomarkers. This document summarizes the answers of these experts to the different questions.
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Affiliation(s)
- E Bouza
- Emilio Bouza, Instituto de Investigación Sanitaria Gregorio Marañón, Servicio de Microbiología Clínica y E. Infecciosas, C/ Dr. Esquerdo, 46, 28007 Madrid, Spain.
| | | | | | | | | | - P Muñoz
- Patricia Muñoz, Servicio de Microbiología Clínica y Enfermedades Infecciosas, Hospital General Universitario Gregorio Marañón, C/ Dr. Esquerdo, 46, 28007 Madrid, Spain.
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Rautemaa-Richardson R, Rautemaa V, Al-Wathiqi F, Moore CB, Craig L, Felton TW, Muldoon EG. Impact of a diagnostics-driven antifungal stewardship programme in a UK tertiary referral teaching hospital. J Antimicrob Chemother 2019; 73:3488-3495. [PMID: 30252053 DOI: 10.1093/jac/dky360] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 08/13/2018] [Indexed: 12/17/2022] Open
Abstract
Objectives A concise invasive candidosis guideline (based on the ESCMID candidaemia guideline) utilizing an informative biomarker [serum β-1-3-d-glucan (BDG)] was developed in 2013 by an antifungal stewardship (AFS) team and implemented with the help of an AFS champion in 2014. The main aims of the AFS programme were to reduce inappropriate use of antifungals and improve patient outcomes. The aim of this project was to evaluate the compliance of the ICU teams with the invasive candidosis guideline and the impact of the AFS programme on mortality and antifungal consumption on the ICUs (total of 71 beds). Methods All patients who were prescribed micafungin for suspected or proven invasive candidosis during 4 month audit periods in 2014 and 2016 were included. Prescriptions and patient records were reviewed against the guideline. Antifungal consumption and mortality data were analysed. Results The number of patients treated for invasive candidosis decreased from 39 in 2014 to 29 in 2016. This was mainly due to the reduction in patients initiated on antifungal therapy inappropriately: 18 in 2014 and 2 in 2016. Antifungal therapy was stopped following negative biomarker results in 12 patients in 2014 and 10 patients in 2016. Crude mortality due to proven or probable invasive candidosis decreased to 19% from 45% over the period 2003-07. Antifungal consumption reduced by 49% from 2014 to 2016. Conclusions The AFS programme was successful in reducing the number of inappropriate initiations of antifungals by 90%. Concurrently, mortality due to invasive candidosis was reduced by 58%. BDG testing can guide safe cessation of antifungals in ICU patients at risk of invasive candidosis.
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Affiliation(s)
- R Rautemaa-Richardson
- Division of Infection, Immunity & Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester, UK.,Department of Infectious Diseases, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Southmoor Road, Wythenshawe, Manchester, UK.,Mycology Reference Centre Manchester, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Southmoor Road, Wythenshawe, Manchester, UK
| | - V Rautemaa
- Division of Infection, Immunity & Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester, UK
| | - F Al-Wathiqi
- Division of Infection, Immunity & Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester, UK
| | - C B Moore
- Mycology Reference Centre Manchester, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Southmoor Road, Wythenshawe, Manchester, UK
| | - L Craig
- The Department of Pharmacy, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Southmoor Road, Wythenshawe, Manchester, UK
| | - T W Felton
- Division of Infection, Immunity & Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester, UK.,Intensive Care Unit, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Southmoor Road, Wythenshawe, Manchester, UK
| | - E G Muldoon
- Division of Infection, Immunity & Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester, UK.,Infectious Diseases Department, The Mater Misericordiae University Hospital, Eccles Street, Dublin, Ireland
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Govender NP, Avenant T, Brink A, Chibabhai V, Cleghorn J, du Toit B, Govind C, Lewis E, Lowman W, Mahlangu H, Maslo C, Messina A, Mer M, Pieton K, Seetharam S, Sriruttan C, Swart K, van Schalkwyk E. Federation of Infectious Diseases Societies of Southern Africa guideline: Recommendations for the detection, management and prevention of healthcare-associated Candida auris colonisation and disease in South Africa. S Afr J Infect Dis 2019; 34:163. [PMID: 34485460 PMCID: PMC8377779 DOI: 10.4102/sajid.v34i1.163] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 06/13/2019] [Indexed: 11/03/2022] Open
Abstract
Candida auris has been detected at almost 100 South African hospitals, causing large outbreaks in some facilities, and this pathogen now accounts for approximately 1 in 10 cases of candidaemia. The objective of this guideline is to provide updated, evidence-informed recommendations outlining a best-practice approach to prevent, diagnose and manage C. auris disease in public- and private-sector healthcare settings in South Africa. The 18 practical recommendations cover five focus areas: laboratory identification and antifungal susceptibility testing, surveillance and outbreak response, infection prevention and control, clinical management and antifungal stewardship.
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Affiliation(s)
- Nelesh P Govender
- National Institute for Communicable Diseases, Centre for Healthcare-Associated Infections, Antimicrobial Resistance and Mycoses, Division of the National Health Laboratory Service, Johannesburg, South Africa.,Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Theunis Avenant
- Kalafong Provincial Tertiary Hospital and Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
| | - Adrian Brink
- Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.,Ampath Laboratories, Cape Town, South Africa
| | - Vindana Chibabhai
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,National Health Laboratory Service, Johannesburg, South Africa.,Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Joy Cleghorn
- Life Healthcare Group, Johannesburg, South Africa
| | | | | | - Elsie Lewis
- Steve Biko Pretoria Academic Hospital, Pretoria, South Africa
| | - Warren Lowman
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,WITS Donald Gordon Medical Centre and Vermaak and Partners Pathologists, Johannesburg, South Africa
| | | | | | - Angeliki Messina
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,Netcare Hospitals Limited, Johannesburg, South Africa
| | - Mervyn Mer
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Kim Pieton
- Chris Hani Baragwanath Academic Hospital, Johannesburg, South Africa
| | | | - Charlotte Sriruttan
- National Institute for Communicable Diseases [Centre for Healthcare-Associated Infections, Antimicrobial Resistance and Mycoses], a Division of the National Health Laboratory Service, Johannesburg, South Africa.,Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Karin Swart
- Netcare Hospitals Limited, Johannesburg, South Africa
| | - Erika van Schalkwyk
- National Institute for Communicable Diseases [Centre for Healthcare-Associated Infections, Antimicrobial Resistance and Mycoses], a Division of the National Health Laboratory Service, Johannesburg, South Africa
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Gómez-Gómez B, Cornejo-Juárez P. Do We Need Antifungal Stewardship? CURRENT TREATMENT OPTIONS IN INFECTIOUS DISEASES 2019. [DOI: 10.1007/s40506-019-00185-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Martin-Loeches I, Antonelli M, Cuenca-Estrella M, Dimopoulos G, Einav S, De Waele JJ, Garnacho-Montero J, Kanj SS, Machado FR, Montravers P, Sakr Y, Sanguinetti M, Timsit JF, Bassetti M. ESICM/ESCMID task force on practical management of invasive candidiasis in critically ill patients. Intensive Care Med 2019; 45:789-805. [PMID: 30911804 DOI: 10.1007/s00134-019-05599-w] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Accepted: 03/09/2019] [Indexed: 12/21/2022]
Abstract
INTRODUCTION The term invasive candidiasis (IC) refers to both bloodstream and deep-seated invasive infections, such as peritonitis, caused by Candida species. Several guidelines on the management of candidemia and invasive infection due to Candida species have recently been published, but none of them focuses specifically on critically ill patients admitted to intensive care units (ICUs). MATERIAL AND METHODS In the absence of available scientific evidence, the resulting recommendations are based solely on epidemiological and clinical evidence in conjunction with expert opinion. The task force used the GRADE (Grading of Recommendations Assessment, Development, and Evaluation) approach to evaluate the recommendations and assign levels of evidence. The recommendations and their strength were decided by consensus and, if necessary, by vote (modified Delphi process). Descriptive statistics were used to analyze the results of the Delphi process. Statements obtaining > 80% agreement were considered to have achieved consensus. CONCLUSIONS The heterogeneity of this patient population necessitated the creation of a mixed working group comprising experts in clinical microbiology, infectious diseases and intensive care medicine, all chosen on the basis of their expertise in the management of IC and/or research methodology. The working group's main goal was to provide clinicians with clear and practical recommendations to optimize microbiological diagnosis and treatment of IC. The Systemic Inflammation and Sepsis and Infection sections of the European Society of Intensive Care Medicine (ESICM) and the Critically Ill Patients Study Group of the European Society of Clinical Microbiology and Infectious Diseases (ESCMID) therefore decided to develop a set of recommendations for application in non-immunocompromised critically ill patients.
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Affiliation(s)
- Ignacio Martin-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), St. James's Hospital, Dublin, Ireland. .,Hospital Clinic, Universidad de Barcelona, CIBERes, Barcelona, Spain.
| | - Massimo Antonelli
- Department of Anesthesiology and Intensive Care Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | | | - George Dimopoulos
- Department of Critical Care, University Hospital ATTIKON, National and Kapodistrian University of Athens, Athens, Greece
| | - Sharon Einav
- General Intensive Care Unit, Shaare Zedek Medical Centre and the Hebrew University Faculty of Medicine, Jerusalem, Israel
| | - Jan J De Waele
- Department of Critical Care Medicine, Ghent University Hospital, Ghent, Belgium
| | - Jose Garnacho-Montero
- Intensive Care Clinical Unit, Hospital Universitario Virgen Macarena, Seville, Spain.,Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain
| | - Souha S Kanj
- Division of Infectious Diseases, American University of Beirut Medical Center, Beirut, Lebanon
| | - Flavia R Machado
- Anesthesiology, Pain and Intensive Care Department, Federal University of Sao Paulo, Sao Paulo, Brazil
| | - Philippe Montravers
- Paris Diderot, Sorbonne Cite University, and Anaesthesiology and Critical Care Medicine, Bichat-Claude Bernard University Hospital, HUPNSV, AP-HP, INSERM, UMR 1152, Paris, France
| | - Yasser Sakr
- Department of Anesthesiology and Intensive Care, Uniklinikum Jena, Jena, Germany
| | - Maurizio Sanguinetti
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Institute of Microbiology, Rome, Italy
| | - Jean-Francois Timsit
- UMR 1137, IAME Inserm/University Paris Diderot, Paris, France.,APHP, Bichat Hospital, Intensive Care Unit, Paris, France
| | - Matteo Bassetti
- Infectious Diseases Clinic, Department of Medicine University of Udine and Azienda Sanitaria Universitaria Integrata di Udine, Udine, Italy
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Alves J, Palma P, Azevedo D, Rello J. Candidemia in the patient with malignancy. Hosp Pract (1995) 2018; 46:246-252. [PMID: 30079788 DOI: 10.1080/21548331.2018.1508290] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 08/02/2018] [Indexed: 06/08/2023]
Abstract
Invasive fungal infections are a common life-threatening disease and a major cause of morbidity, particularly in patients with malignancies, and Candida spp. is the most common isolated fungi in bloodstream. Candidemia is the focus of this review, which covers an approach to diagnosis and treatment, with an emphasis on patients with malignancies. Acute leukemia, lymphoma, or myelodysplastic syndrome are the most common hematological malignancies associated with candidemia, while among solid tumors, gastrointestinal cancer has the majority of fungemia cases. Epidemiologic trends show there is a discrepancy between malignancies, where there is an important prevalence of non-albicans Candida in hematological malignancy patients. Diagnosis is challenging, and a high index of suspicion is required to select at-risk patients for early empiric therapy with the goal of reducing mortality. There is an increased effort to improve understanding of individualized approaches to the patient based on precision medicine and to improve diagnosis in the future. The basis of treatment is prompt therapy with echinocandins and target therapy based on susceptibility and minimum inhibitory concentrations (MICs).
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Affiliation(s)
- Joana Alves
- a Infectious Diseases Department , Centro Hospitalar São João , Porto , Portugal
- b Faculty of Medicine of University of Porto , Porto , Portugal
| | - Pedro Palma
- a Infectious Diseases Department , Centro Hospitalar São João , Porto , Portugal
- b Faculty of Medicine of University of Porto , Porto , Portugal
| | - Daniela Azevedo
- c Oncology Department , Centro Hospitalar Trás-os-Montes e Alto Douro , Vila Real , Portugal
| | - Jordi Rello
- d CIBER de Enfermedades Respiratorias , CIBERES , Barcelona , Spain
- e Clinical Research/Innovation in Pneumonia & Sepsis (CRIPS) , Vall d'Hebron Institut of Research (VHIR) , Barcelona , Spain
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Focus on randomised clinical trials. Intensive Care Med 2018; 44:2257-2259. [PMID: 30443730 DOI: 10.1007/s00134-018-5468-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 11/13/2018] [Indexed: 02/08/2023]
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Increased presepsin levels are associated with the severity of fungal bloodstream infections. PLoS One 2018; 13:e0206089. [PMID: 30379880 PMCID: PMC6209217 DOI: 10.1371/journal.pone.0206089] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Accepted: 10/05/2018] [Indexed: 12/12/2022] Open
Abstract
Background Presepsin is a widely recognized biomarker for sepsis. However, little is known about the usefulness of presepsin in invasive fungal infection. The aim of this study was to determine the plasma levels of presepsin in fungal bloodstream infections and to investigate whether it reflects the disease severity, similar to its utility in bacterial infections. Methods We prospectively measured presepsin in plasma samples from participants with fungemia from April 2016 to December 2017. The associations of C-reactive protein, procalcitonin, and presepsin concentrations with the severity of fungemia were statistically analyzed. In vitro assay was performed by incubating Escherichia coli, Candida albicans, and lipopolysaccharide to whole blood cells collected from healthy subjects; after 3 h, the presepsin concentration was measured in the supernatant and was compared among the bacteria, fungi, and LPS groups. Results Presepsin was increased in 11 patients with fungal bloodstream infections. Serial measurement of presepsin levels demonstrated a prompt decrease in 7 patients in whom treatment was effective, but no decrease or further increase in the patients with poor improvement. Additionally, presepsin concentrations were significantly correlated with the Sequential Organ Failure Assessment score (r = 0.89, p < 0.001). In vitro assay with co-incubation of C. albicans and human whole blood cells indicated that the viable cells of C. albicans caused an increase in presepsin, as seen with E. coli. Conclusions Plasma presepsin levels increased in patients with fungal bloodstream infection, with positive association with the disease severity. Presepsin could be a useful biomarker of sepsis secondary to fungal infections.
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Rouze A, Poissy J, Sendid B, Nseir S. Biomarkers in early treatment of invasive candidiasis. Hosp Pract (1995) 2018; 46:239-242. [PMID: 30139287 DOI: 10.1080/21548331.2018.1516105] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Anahita Rouze
- a Univ. Lille, U995 - LIRIC - Lille Inflammation Research International Center , Lille , France.,b Inserm, U995 , Lille , France.,c CHU Lille, Critical Care Center , Lille , France
| | - Julien Poissy
- a Univ. Lille, U995 - LIRIC - Lille Inflammation Research International Center , Lille , France.,b Inserm, U995 , Lille , France.,c CHU Lille, Critical Care Center , Lille , France
| | - Boualem Sendid
- a Univ. Lille, U995 - LIRIC - Lille Inflammation Research International Center , Lille , France.,b Inserm, U995 , Lille , France.,d Laboratory of Mycology and Parasitology , CHU Lille , Lille , France
| | - Saad Nseir
- a Univ. Lille, U995 - LIRIC - Lille Inflammation Research International Center , Lille , France.,b Inserm, U995 , Lille , France.,c CHU Lille, Critical Care Center , Lille , France
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Novy E, Laithier FX, Machouart MC, Albuisson E, Guerci P, Losser MR. Determination of 1,3-β-D-glucan in the peritoneal fluid for the diagnosis of intra-abdominal candidiasis in critically ill patients: a pilot study. Minerva Anestesiol 2018; 84:1369-1376. [PMID: 29991219 DOI: 10.23736/s0375-9393.18.12619-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Decision to start an anti-fungal therapy in intra-abdominal candidiasis (IAC) is complex. Yeast culture, considered the gold standard, suffers from a delayed response time and exposes the patient to delayed introduction of anti-fungal therapy. We sought to evaluate the performance and feasibility of measuring 1,3-β-D-glucan (1,3-BDG) in the peritoneal fluid (PF) for the diagnosis of IAC. METHODS We analyzed retrospectively all PF obtained during abdominal surgery for critically ill adult patients presenting intra-abdominal infections. For each PF sample, direct examination, bacterial and fungal culture, fungal PCR and 1,3-BDG measurements were performed. The diagnostic performance of each technique and the Peritonitis score were calculated considering the positive yeast culture as the reference. The levels of 1,3-BDG were compared between IAC and non-IAC patients. RESULTS During an 8-month period in 2016, 33 PF samples were recovered. Median (interquartile range) SAPS 2 and SOFA scores were 44 (9-94) and 9 (4-15), respectively. There were seven cases of IAC, 14 of bacterial peritonitis and 12 of undocumented peritonitis. All IAC cases were secondary peritonitis, with a 1,3-BDG level of 1461 (325-5000) versus 224 (68-1357) pg/mL in the non-IAC group (P=0.03). When the 1,3-BDG level was ≤310 pg/mL, its negative predictive value was 100%. CONCLUSIONS In secondary peritonitis, a peritoneal measurement of 1,3-BDG ≤310 pg/mL could rule out IAC.
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Affiliation(s)
- Emmanuel Novy
- Department of Anesthesiology and Critical Care Medicine, Regional University Hospital of Nancy, Nancy, France - .,Faculty of Medicine, University of Lorraine, Nancy, France -
| | - François-Xavier Laithier
- Department of Anesthesiology and Critical Care Medicine, Regional University Hospital of Nancy, Nancy, France
| | - Marie-Claire Machouart
- Department of Parasitology and Mycology, Regional University Hospital of Nancy, Nancy, France
| | - Eliane Albuisson
- Unit of Methodology, Data Management and Statistics (UMDS), Regional University Hospital of Nancy, Nancy, France
| | - Philippe Guerci
- Department of Anesthesiology and Critical Care Medicine, Regional University Hospital of Nancy, Nancy, France.,Faculty of Medicine, University of Lorraine, Nancy, France
| | - Marie-Reine Losser
- Department of Anesthesiology and Critical Care Medicine, Regional University Hospital of Nancy, Nancy, France.,Faculty of Medicine, University of Lorraine, Nancy, France
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Jaffal K, Poissy J, Rouze A, Preau S, Sendid B, Cornu M, Nseir S. De-escalation of antifungal treatment in critically ill patients with suspected invasive Candida infection: incidence, associated factors, and safety. Ann Intensive Care 2018; 8:49. [PMID: 29675561 PMCID: PMC5908771 DOI: 10.1186/s13613-018-0392-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 04/12/2018] [Indexed: 12/11/2022] Open
Abstract
Background Antifungal treatment is common in critically ill patients, but only a small proportion of patients receiving antifungals have a proven fungal infection. However, antifungal treatment has side effects such as toxicity, emergence of resistance, and high cost. Moreover, empirical antifungal treatment is still a matter for debate in these patients. Our study aimed to determine the incidence, associated factors, and safety of de-escalation of antifungals in critically ill patients. Methods This retrospective study was conducted in a 30-bed mixed ICU, from January 2012 through January 2013. Patients hospitalized for > 5 days and treated with antifungals for first suspected or proven invasive Candida infection were included. Exclusion criteria were prophylactic antifungals, suspected invasive aspergillosis, and neutropenia. De-escalation was defined as switch from initial systemic antifungals (except fluconazole) to triazoles, or stopping initial drugs within the 5 days following their initiation. Results One hundred and ninety patients were included. Antifungal treatment was empirical, preemptive, and targeted in 55, 27, and 24% of study patients, respectively. Caspofungin (53%), fluconazole (43%), voriconazole (4%), and liposomal amphotericin B (0.5%) were the more frequently used antifungals. De-escalation was performed in 38 (20%) patients. Invasive mechanical ventilation was independently associated with lower rates of de-escalation (OR 0.25 [95% CI 0.08–0.85], p = 0.013). Total duration of antifungal treatment was significantly shorter in patients with de-escalation, compared with those with no de-escalation (med [IQR] 6 (5, 18) vs. 13 days (7, 25), p = 0.023). No significant difference was found in duration of mechanical ventilation (22 [5–31] vs. 20 days [10–35], p = 0.43), length of ICU stay (25 [14–40) vs. 25 days [11–40], p = 0.99), ICU mortality (45 vs. 59%, p = 0.13), or 1-year mortality (55 vs. 64%, p = 0.33) between patients with de-escalation and those with no de-escalation, respectively. Conclusions De-escalation was performed in 20% of patients receiving systemic antifungals for suspected or proven invasive Candida infection. Mechanical ventilation was independently associated with lower rates of de-escalation. De-escalation of antifungal treatment seems to be safe in critically ill patients.
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Affiliation(s)
- Karim Jaffal
- Critical Care Center, CHU Lille, 59000, Lille, France
| | - Julien Poissy
- Critical Care Center, CHU Lille, 59000, Lille, France.,U995-LIRIC-Lille Inflammation Research International Center, Univ. Lille, 59000, Lille, France.,Inserm, U995, 59000, Lille, France
| | - Anahita Rouze
- Critical Care Center, CHU Lille, 59000, Lille, France.,U995-LIRIC-Lille Inflammation Research International Center, Univ. Lille, 59000, Lille, France.,Inserm, U995, 59000, Lille, France
| | - Sébastien Preau
- Critical Care Center, CHU Lille, 59000, Lille, France.,U995-LIRIC-Lille Inflammation Research International Center, Univ. Lille, 59000, Lille, France.,Inserm, U995, 59000, Lille, France
| | - Boualem Sendid
- U995-LIRIC-Lille Inflammation Research International Center, Univ. Lille, 59000, Lille, France.,Inserm, U995, 59000, Lille, France.,Laboratory of Mycology and Parasitology, CHU Lille, 59000, Lille, France
| | - Marjorie Cornu
- U995-LIRIC-Lille Inflammation Research International Center, Univ. Lille, 59000, Lille, France.,Inserm, U995, 59000, Lille, France.,Laboratory of Mycology and Parasitology, CHU Lille, 59000, Lille, France
| | - Saad Nseir
- Critical Care Center, CHU Lille, 59000, Lille, France. .,U995-LIRIC-Lille Inflammation Research International Center, Univ. Lille, 59000, Lille, France. .,Inserm, U995, 59000, Lille, France.
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Yamaga S, Ohshimo S, Shime N, Nseir S, Sendid B, Rouzé A. Confounders for interpreting the benefit of a biomarker-based strategy in early discontinuation of empirical antifungal therapy. Intensive Care Med 2018; 44:399-400. [PMID: 29396654 DOI: 10.1007/s00134-018-5068-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2018] [Indexed: 11/24/2022]
Affiliation(s)
- Satoshi Yamaga
- Department of Emergency and Critical Care Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Shinichiro Ohshimo
- Department of Emergency and Critical Care Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan.
| | - Nobuaki Shime
- Department of Emergency and Critical Care Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Saad Nseir
- Univ. Lille, U995-LIRIC-Lille Inflammation Research International Center, 59000, Lille, France.,Inserm, U995, 59000, Lille, France.,Critical Care Center, CHU Lille, 59000, Lille, France
| | - Boualem Sendid
- Univ. Lille, U995-LIRIC-Lille Inflammation Research International Center, 59000, Lille, France.,Inserm, U995, 59000, Lille, France.,Laboratory of Mycology and Parasitology, CHU Lille, 59000, Lille, France
| | - Anahita Rouzé
- Univ. Lille, U995-LIRIC-Lille Inflammation Research International Center, 59000, Lille, France.,Inserm, U995, 59000, Lille, France.,Critical Care Center, CHU Lille, 59000, Lille, France
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Paiva JA, Charles PE. Biomarker-guided antifungal therapy in patients with suspected invasive candidiasis: Ready for prime time? Intensive Care Med 2017; 43:1889-1891. [DOI: 10.1007/s00134-017-4990-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Accepted: 10/31/2017] [Indexed: 01/04/2023]
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